SigmaUserManual.fodt

<?xml version="1.0" encoding="UTF-8"?>
<office:document xmlns:office="urn:oasis:names:tc:opendocument:xmlns:office:1.0"
                 xmlns:style="urn:oasis:names:tc:opendocument:xmlns:style:1.0"
                 xmlns:text="urn:oasis:names:tc:opendocument:xmlns:text:1.0"
                 xmlns:table="urn:oasis:names:tc:opendocument:xmlns:table:1.0"
                 xmlns:draw="urn:oasis:names:tc:opendocument:xmlns:drawing:1.0"
                 xmlns:fo="urn:oasis:names:tc:opendocument:xmlns:xsl-fo-compatible:1.0"
                 xmlns:xlink="http://www.w3.org/1999/xlink"
                 xmlns:dc="http://purl.org/dc/elements/1.1/"
                 xmlns:meta="urn:oasis:names:tc:opendocument:xmlns:meta:1.0"
                 xmlns:number="urn:oasis:names:tc:opendocument:xmlns:datastyle:1.0"
                 xmlns:svg="urn:oasis:names:tc:opendocument:xmlns:svg-compatible:1.0"
                 xmlns:chart="urn:oasis:names:tc:opendocument:xmlns:chart:1.0"
                 xmlns:dr3d="urn:oasis:names:tc:opendocument:xmlns:dr3d:1.0"
                 xmlns:math="http://www.w3.org/1998/Math/MathML"
                 xmlns:form="urn:oasis:names:tc:opendocument:xmlns:form:1.0"
                 xmlns:script="urn:oasis:names:tc:opendocument:xmlns:script:1.0"
                 xmlns:config="urn:oasis:names:tc:opendocument:xmlns:config:1.0"
                 xmlns:ooo="http://openoffice.org/2004/office"
                 xmlns:ooow="http://openoffice.org/2004/writer"
                 xmlns:oooc="http://openoffice.org/2004/calc"
                 xmlns:dom="http://www.w3.org/2001/xml-events"
                 xmlns:xforms="http://www.w3.org/2002/xforms"
                 xmlns:xsd="http://www.w3.org/2001/XMLSchema"
                 xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
                 xmlns:rpt="http://openoffice.org/2005/report"
                 xmlns:of="urn:oasis:names:tc:opendocument:xmlns:of:1.2"
                 xmlns:rdfa="http://docs.oasis-open.org/opendocument/meta/rdfa#"
                 xmlns:field="urn:openoffice:names:experimental:ooxml-odf-interop:xmlns:field:1.0"
                 xmlns:formx="urn:openoffice:names:experimental:ooxml-odf-interop:xmlns:form:1.0"
                 office:version="1.2"
                 office:mimetype="application/vnd.oasis.opendocument.text">
   <office:meta>
      <dc:title>Sigma Knowledge Engineering Environment 2.1</dc:title>
      <meta:initial-creator>Adam Pease, Nick Siegel</meta:initial-creator>
      <meta:creation-date>2007-10-30T10:56:00</meta:creation-date>
      <dc:date>2008-10-02T06:16:44</dc:date>
      <meta:print-date>2007-10-30T13:03:00</meta:print-date>
      <meta:editing-cycles>11</meta:editing-cycles>
      <meta:editing-duration>PT00H07M00S</meta:editing-duration>
      <meta:document-statistic meta:table-count="0" meta:image-count="0" meta:object-count="0"
                               meta:page-count="33"
                               meta:paragraph-count="250"
                               meta:word-count="9142"
                               meta:character-count="56404"/>
      <meta:generator>OpenOffice.org/3.0$Linux OpenOffice.org_project/300m15$Build-9379</meta:generator>
   </office:meta>
   <office:settings>
      <config:config-item-set config:name="ooo:view-settings">
         <config:config-item config:name="ViewAreaTop" config:type="int">35743</config:config-item>
         <config:config-item config:name="ViewAreaLeft" config:type="int">0</config:config-item>
         <config:config-item config:name="ViewAreaWidth" config:type="int">23689</config:config-item>
         <config:config-item config:name="ViewAreaHeight" config:type="int">20320</config:config-item>
         <config:config-item config:name="ShowRedlineChanges" config:type="boolean">true</config:config-item>
         <config:config-item config:name="InBrowseMode" config:type="boolean">false</config:config-item>
         <config:config-item-map-indexed config:name="Views">
            <config:config-item-map-entry>
               <config:config-item config:name="ViewId" config:type="string">view2</config:config-item>
               <config:config-item config:name="ViewLeft" config:type="int">3590</config:config-item>
               <config:config-item config:name="ViewTop" config:type="int">32406</config:config-item>
               <config:config-item config:name="VisibleLeft" config:type="int">0</config:config-item>
               <config:config-item config:name="VisibleTop" config:type="int">35743</config:config-item>
               <config:config-item config:name="VisibleRight" config:type="int">23687</config:config-item>
               <config:config-item config:name="VisibleBottom" config:type="int">56062</config:config-item>
               <config:config-item config:name="ZoomType" config:type="short">3</config:config-item>
               <config:config-item config:name="ViewLayoutColumns" config:type="short">0</config:config-item>
               <config:config-item config:name="ViewLayoutBookMode" config:type="boolean">false</config:config-item>
               <config:config-item config:name="ZoomFactor" config:type="short">106</config:config-item>
               <config:config-item config:name="IsSelectedFrame" config:type="boolean">false</config:config-item>
            </config:config-item-map-entry>
         </config:config-item-map-indexed>
      </config:config-item-set>
      <config:config-item-set config:name="ooo:configuration-settings">
         <config:config-item config:name="AddParaTableSpacing" config:type="boolean">false</config:config-item>
         <config:config-item config:name="PrintReversed" config:type="boolean">false</config:config-item>
         <config:config-item config:name="OutlineLevelYieldsNumbering" config:type="boolean">false</config:config-item>
         <config:config-item config:name="LinkUpdateMode" config:type="short">1</config:config-item>
         <config:config-item-map-indexed config:name="ForbiddenCharacters">
            <config:config-item-map-entry>
               <config:config-item config:name="Language" config:type="string"/>
               <config:config-item config:name="Country" config:type="string"/>
               <config:config-item config:name="Variant" config:type="string"/>
               <config:config-item config:name="BeginLine" config:type="string"/>
               <config:config-item config:name="EndLine" config:type="string"/>
            </config:config-item-map-entry>
            <config:config-item-map-entry>
               <config:config-item config:name="Language" config:type="string">ja</config:config-item>
               <config:config-item config:name="Country" config:type="string">JP</config:config-item>
               <config:config-item config:name="Variant" config:type="string"/>
               <config:config-item config:name="BeginLine" config:type="string">!%),.:;?]}¢°’”‰′″℃、。々〉》」』】〕゛゜ゝゞ・ヽヾ！％），．：；？］｝｡｣､･ﾞﾟ￠</config:config-item>
               <config:config-item config:name="EndLine" config:type="string">$([\{£¥‘“〈《「『【〔＄（［｛｢￡￥</config:config-item>
            </config:config-item-map-entry>
         </config:config-item-map-indexed>
         <config:config-item config:name="PrintEmptyPages" config:type="boolean">true</config:config-item>
         <config:config-item config:name="IgnoreFirstLineIndentInNumbering" config:type="boolean">false</config:config-item>
         <config:config-item config:name="CharacterCompressionType" config:type="short">0</config:config-item>
         <config:config-item config:name="PrintSingleJobs" config:type="boolean">false</config:config-item>
         <config:config-item config:name="UpdateFromTemplate" config:type="boolean">true</config:config-item>
         <config:config-item config:name="PrintPaperFromSetup" config:type="boolean">false</config:config-item>
         <config:config-item config:name="AddFrameOffsets" config:type="boolean">true</config:config-item>
         <config:config-item config:name="PrintLeftPages" config:type="boolean">true</config:config-item>
         <config:config-item config:name="RedlineProtectionKey" config:type="base64Binary"/>
         <config:config-item config:name="PrintTables" config:type="boolean">true</config:config-item>
         <config:config-item config:name="ProtectForm" config:type="boolean">false</config:config-item>
         <config:config-item config:name="ChartAutoUpdate" config:type="boolean">true</config:config-item>
         <config:config-item config:name="PrintControls" config:type="boolean">true</config:config-item>
         <config:config-item config:name="PrinterSetup" config:type="base64Binary"/>
         <config:config-item config:name="IgnoreTabsAndBlanksForLineCalculation" config:type="boolean">true</config:config-item>
         <config:config-item config:name="PrintAnnotationMode" config:type="short">0</config:config-item>
         <config:config-item config:name="LoadReadonly" config:type="boolean">false</config:config-item>
         <config:config-item config:name="AddParaSpacingToTableCells" config:type="boolean">true</config:config-item>
         <config:config-item config:name="AddExternalLeading" config:type="boolean">true</config:config-item>
         <config:config-item config:name="ApplyUserData" config:type="boolean">true</config:config-item>
         <config:config-item config:name="FieldAutoUpdate" config:type="boolean">true</config:config-item>
         <config:config-item config:name="SaveVersionOnClose" config:type="boolean">false</config:config-item>
         <config:config-item config:name="SaveGlobalDocumentLinks" config:type="boolean">false</config:config-item>
         <config:config-item config:name="IsKernAsianPunctuation" config:type="boolean">true</config:config-item>
         <config:config-item config:name="AlignTabStopPosition" config:type="boolean">true</config:config-item>
         <config:config-item config:name="ClipAsCharacterAnchoredWriterFlyFrames" config:type="boolean">false</config:config-item>
         <config:config-item config:name="CurrentDatabaseDataSource" config:type="string"/>
         <config:config-item config:name="TabAtLeftIndentForParagraphsInList" config:type="boolean">false</config:config-item>
         <config:config-item config:name="DoNotCaptureDrawObjsOnPage" config:type="boolean">false</config:config-item>
         <config:config-item config:name="TableRowKeep" config:type="boolean">true</config:config-item>
         <config:config-item config:name="PrinterName" config:type="string"/>
         <config:config-item config:name="PrintFaxName" config:type="string"/>
         <config:config-item config:name="ConsiderTextWrapOnObjPos" config:type="boolean">true</config:config-item>
         <config:config-item config:name="UseOldPrinterMetrics" config:type="boolean">false</config:config-item>
         <config:config-item config:name="PrintRightPages" config:type="boolean">true</config:config-item>
         <config:config-item config:name="IsLabelDocument" config:type="boolean">false</config:config-item>
         <config:config-item config:name="UseFormerLineSpacing" config:type="boolean">false</config:config-item>
         <config:config-item config:name="AddParaTableSpacingAtStart" config:type="boolean">true</config:config-item>
         <config:config-item config:name="UseFormerTextWrapping" config:type="boolean">false</config:config-item>
         <config:config-item config:name="DoNotResetParaAttrsForNumFont" config:type="boolean">false</config:config-item>
         <config:config-item config:name="PrintProspect" config:type="boolean">false</config:config-item>
         <config:config-item config:name="PrintGraphics" config:type="boolean">true</config:config-item>
         <config:config-item config:name="AllowPrintJobCancel" config:type="boolean">true</config:config-item>
         <config:config-item config:name="CurrentDatabaseCommandType" config:type="int">0</config:config-item>
         <config:config-item config:name="DoNotJustifyLinesWithManualBreak" config:type="boolean">false</config:config-item>
         <config:config-item config:name="TabsRelativeToIndent" config:type="boolean">false</config:config-item>
         <config:config-item config:name="UseFormerObjectPositioning" config:type="boolean">false</config:config-item>
         <config:config-item config:name="PrinterIndependentLayout" config:type="string">high-resolution</config:config-item>
         <config:config-item config:name="UseOldNumbering" config:type="boolean">false</config:config-item>
         <config:config-item config:name="PrintPageBackground" config:type="boolean">true</config:config-item>
         <config:config-item config:name="CurrentDatabaseCommand" config:type="string"/>
         <config:config-item config:name="PrintDrawings" config:type="boolean">true</config:config-item>
         <config:config-item config:name="PrintBlackFonts" config:type="boolean">false</config:config-item>
         <config:config-item config:name="UnxForceZeroExtLeading" config:type="boolean">false</config:config-item>
      </config:config-item-set>
   </office:settings>
   <office:scripts>
      <office:script script:language="ooo:Basic">
         <ooo:libraries/>
      </office:script>
   </office:scripts>
   <office:font-face-decls>
      <style:font-face style:name="Symbol" svg:font-family="Symbol" style:font-pitch="variable"
                       style:font-charset="x-symbol"/>
      <style:font-face style:name="Nimbus Mono L" svg:font-family="'Nimbus Mono L', 'Courier New'"
                       style:font-family-generic="modern"/>
      <style:font-face style:name="Courier New" svg:font-family="'Courier New'"
                       style:font-pitch="variable"/>
      <style:font-face style:name="Tahoma" svg:font-family="Tahoma" style:font-pitch="variable"/>
      <style:font-face style:name="Times New Roman" svg:font-family="'Times New Roman'"
                       style:font-family-generic="roman"
                       style:font-pitch="variable"/>
      <style:font-face style:name="Arial" svg:font-family="Arial" style:font-family-generic="swiss"
                       style:font-pitch="variable"/>
      <style:font-face style:name="Arial Unicode MS" svg:font-family="'Arial Unicode MS'"
                       style:font-family-generic="swiss"
                       style:font-pitch="variable"/>
      <style:font-face style:name="DejaVu Sans" svg:font-family="'DejaVu Sans'"
                       style:font-family-generic="system"
                       style:font-pitch="variable"/>
   </office:font-face-decls>
   <office:styles>
      <style:default-style style:family="graphic">
         <style:graphic-properties draw:shadow-offset-x="0.1181in" draw:shadow-offset-y="0.1181in"
                                   draw:start-line-spacing-horizontal="0.1114in"
                                   draw:start-line-spacing-vertical="0.1114in"
                                   draw:end-line-spacing-horizontal="0.1114in"
                                   draw:end-line-spacing-vertical="0.1114in"
                                   style:flow-with-text="false"/>
         <style:paragraph-properties style:text-autospace="ideograph-alpha" style:line-break="strict"
                                     style:writing-mode="lr-tb"
                                     style:font-independent-line-spacing="false">
            <style:tab-stops/>
         </style:paragraph-properties>
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-size-asian="10.5pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-size-complex="12pt"
                                style:language-complex="zxx"
                                style:country-complex="none"/>
      </style:default-style>
      <style:default-style style:family="paragraph">
         <style:paragraph-properties fo:hyphenation-ladder-count="no-limit" style:text-autospace="ideograph-alpha"
                                     style:punctuation-wrap="hanging"
                                     style:line-break="strict"
                                     style:tab-stop-distance="0.5in"
                                     style:writing-mode="page"/>
         <style:text-properties style:use-window-font-color="true" style:font-name="Times New Roman"
                                fo:font-size="12pt"
                                fo:language="en"
                                fo:country="US"
                                style:font-name-asian="DejaVu Sans"
                                style:font-size-asian="10.5pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="DejaVu Sans"
                                style:font-size-complex="12pt"
                                style:language-complex="zxx"
                                style:country-complex="none"
                                fo:hyphenate="false"
                                fo:hyphenation-remain-char-count="2"
                                fo:hyphenation-push-char-count="2"/>
      </style:default-style>
      <style:default-style style:family="table">
         <style:table-properties table:border-model="collapsing"/>
      </style:default-style>
      <style:default-style style:family="table-row">
         <style:table-row-properties fo:keep-together="auto"/>
      </style:default-style>
      <style:style style:name="Standard" style:family="paragraph" style:class="text">
         <style:paragraph-properties fo:text-align="start" style:justify-single-word="false" fo:orphans="2"
                                     fo:widows="2"
                                     fo:hyphenation-ladder-count="no-limit"
                                     style:writing-mode="lr-tb"/>
         <style:text-properties style:use-window-font-color="true" style:font-name="Times New Roman"
                                fo:font-size="12pt"
                                fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"
                                fo:hyphenate="false"
                                fo:hyphenation-remain-char-count="2"
                                fo:hyphenation-push-char-count="2"/>
      </style:style>
      <style:style style:name="Heading" style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Text_20_body"
                   style:class="text">
         <style:paragraph-properties fo:margin-top="0.1665in" fo:margin-bottom="0.0835in" fo:keep-with-next="always"/>
         <style:text-properties style:font-name="Arial" fo:font-size="14pt"
                                style:font-name-asian="Arial Unicode MS"
                                style:font-size-asian="14pt"
                                style:font-name-complex="Tahoma"
                                style:font-size-complex="14pt"/>
      </style:style>
      <style:style style:name="Text_20_body" style:display-name="Text body"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:class="text">
         <style:paragraph-properties fo:margin-top="0in" fo:margin-bottom="0.0835in" fo:text-align="justify"
                                     style:justify-single-word="false"/>
      </style:style>
      <style:style style:name="List" style:family="paragraph"
                   style:parent-style-name="Text_20_body"
                   style:class="list">
         <style:text-properties style:font-name-complex="Tahoma"/>
      </style:style>
      <style:style style:name="Caption" style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:class="extra">
         <style:paragraph-properties fo:margin-top="0.0835in" fo:margin-bottom="0.0835in" text:number-lines="false"
                                     text:line-number="0"/>
         <style:text-properties fo:font-size="9pt" fo:font-style="italic" style:font-size-asian="9pt"
                                style:font-style-asian="italic"
                                style:font-name-complex="Tahoma"
                                style:font-style-complex="italic"/>
      </style:style>
      <style:style style:name="Index" style:family="paragraph" style:parent-style-name="Standard"
                   style:class="index">
         <style:paragraph-properties text:number-lines="false" text:line-number="0"/>
         <style:text-properties style:font-name-complex="Tahoma"/>
      </style:style>
      <style:style style:name="Heading_20_1" style:display-name="Heading 1"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="text"
                   style:default-outline-level="1">
         <style:paragraph-properties fo:margin-left="0.3in" fo:margin-right="0in" fo:margin-top="0.1665in"
                                     fo:margin-bottom="0.0417in"
                                     fo:text-indent="-0.3in"
                                     style:auto-text-indent="false"
                                     fo:keep-with-next="always"/>
         <style:text-properties style:font-name="Arial" fo:font-size="16pt" fo:font-weight="bold"
                                style:letter-kerning="true"
                                style:font-size-asian="16pt"
                                style:font-weight-asian="bold"
                                style:font-size-complex="16pt"/>
      </style:style>
      <style:style style:name="Heading_20_2" style:display-name="Heading 2"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="text"
                   style:default-outline-level="2">
         <style:paragraph-properties fo:margin-left="0.4in" fo:margin-right="0in" fo:margin-top="0.1665in"
                                     fo:margin-bottom="0.0417in"
                                     fo:text-indent="-0.4in"
                                     style:auto-text-indent="false"
                                     fo:keep-with-next="always"/>
         <style:text-properties style:font-name="Arial" fo:font-size="14pt" fo:font-style="italic"
                                fo:font-weight="bold"
                                style:font-size-asian="14pt"
                                style:font-style-asian="italic"
                                style:font-weight-asian="bold"
                                style:font-size-complex="14pt"/>
      </style:style>
      <style:style style:name="Heading_20_3" style:display-name="Heading 3"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="text"
                   style:default-outline-level="3">
         <style:paragraph-properties fo:margin-left="0.5in" fo:margin-right="0in" fo:margin-top="0.1665in"
                                     fo:margin-bottom="0.0417in"
                                     fo:text-indent="-0.5in"
                                     style:auto-text-indent="false"
                                     fo:keep-with-next="always"/>
         <style:text-properties style:font-name="Arial" fo:font-size="13pt" fo:font-weight="bold"
                                style:font-size-asian="13pt"
                                style:font-weight-asian="bold"
                                style:font-size-complex="13pt"/>
      </style:style>
      <style:style style:name="Heading_20_4" style:display-name="Heading 4"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="text"
                   style:default-outline-level="4">
         <style:paragraph-properties fo:margin-left="0.6in" fo:margin-right="0in" fo:margin-top="0.1665in"
                                     fo:margin-bottom="0.0417in"
                                     fo:text-indent="-0.6in"
                                     style:auto-text-indent="false"
                                     fo:keep-with-next="always"/>
         <style:text-properties fo:font-size="14pt" fo:font-weight="bold" style:font-size-asian="14pt"
                                style:font-weight-asian="bold"
                                style:font-size-complex="14pt"/>
      </style:style>
      <style:style style:name="Heading_20_5" style:display-name="Heading 5"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="text"
                   style:default-outline-level="5">
         <style:paragraph-properties fo:margin-left="0.7in" fo:margin-right="0in" fo:margin-top="0.1665in"
                                     fo:margin-bottom="0.0417in"
                                     fo:text-indent="-0.7in"
                                     style:auto-text-indent="false"/>
         <style:text-properties fo:font-size="13pt" fo:font-style="italic" fo:font-weight="bold"
                                style:font-size-asian="13pt"
                                style:font-style-asian="italic"
                                style:font-weight-asian="bold"
                                style:font-size-complex="13pt"/>
      </style:style>
      <style:style style:name="Heading_20_6" style:display-name="Heading 6"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="text"
                   style:default-outline-level="6">
         <style:paragraph-properties fo:margin-left="0.8in" fo:margin-right="0in" fo:margin-top="0.1665in"
                                     fo:margin-bottom="0.0417in"
                                     fo:text-indent="-0.8in"
                                     style:auto-text-indent="false"/>
         <style:text-properties fo:font-size="11pt" fo:font-weight="bold" style:font-size-asian="11pt"
                                style:font-weight-asian="bold"
                                style:font-size-complex="11pt"/>
      </style:style>
      <style:style style:name="Heading_20_7" style:display-name="Heading 7"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="text"
                   style:default-outline-level="7">
         <style:paragraph-properties fo:margin-left="0.9in" fo:margin-right="0in" fo:margin-top="0.1665in"
                                     fo:margin-bottom="0.0417in"
                                     fo:text-indent="-0.9in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="Heading_20_8" style:display-name="Heading 8"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="text"
                   style:default-outline-level="8">
         <style:paragraph-properties fo:margin-left="1in" fo:margin-right="0in" fo:margin-top="0.1665in"
                                     fo:margin-bottom="0.0417in"
                                     fo:text-indent="-1in"
                                     style:auto-text-indent="false"/>
         <style:text-properties fo:font-style="italic" style:font-style-asian="italic"/>
      </style:style>
      <style:style style:name="Heading_20_9" style:display-name="Heading 9"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="text"
                   style:default-outline-level="9">
         <style:paragraph-properties fo:margin-left="1.1in" fo:margin-right="0in" fo:margin-top="0.1665in"
                                     fo:margin-bottom="0.0417in"
                                     fo:text-indent="-1.1in"
                                     style:auto-text-indent="false"/>
         <style:text-properties style:font-name="Arial" fo:font-size="11pt" style:font-size-asian="11pt"
                                style:font-size-complex="11pt"/>
      </style:style>
      <style:style style:name="Plain_20_Text" style:display-name="Plain Text"
                   style:family="paragraph"
                   style:parent-style-name="Standard">
         <style:text-properties style:font-name="Courier New" fo:font-size="10pt" style:font-size-asian="10pt"
                                style:font-name-complex="Courier New"
                                style:font-size-complex="10pt"/>
      </style:style>
      <style:style style:name="Title" style:family="paragraph" style:parent-style-name="Standard"
                   style:next-style-name="Subtitle"
                   style:class="chapter">
         <style:paragraph-properties fo:margin-top="0.1665in" fo:margin-bottom="0.0417in" fo:text-align="center"
                                     style:justify-single-word="false"/>
         <style:text-properties style:font-name="Arial" fo:font-size="16pt" fo:font-weight="bold"
                                style:letter-kerning="true"
                                style:font-size-asian="16pt"
                                style:font-weight-asian="bold"
                                style:font-size-complex="16pt"/>
      </style:style>
      <style:style style:name="Subtitle" style:family="paragraph"
                   style:parent-style-name="Heading"
                   style:next-style-name="Text_20_body"
                   style:class="chapter">
         <style:paragraph-properties fo:text-align="center" style:justify-single-word="false"/>
         <style:text-properties fo:font-size="14pt" fo:font-style="italic" style:font-size-asian="14pt"
                                style:font-style-asian="italic"
                                style:font-size-complex="14pt"
                                style:font-style-complex="italic"/>
      </style:style>
      <style:style style:name="Footer" style:family="paragraph" style:parent-style-name="Standard"
                   style:class="extra">
         <style:paragraph-properties>
            <style:tab-stops>
               <style:tab-stop style:position="3in" style:type="center"/>
               <style:tab-stop style:position="6in" style:type="right"/>
            </style:tab-stops>
         </style:paragraph-properties>
      </style:style>
      <style:style style:name="List_20_Bullet" style:display-name="List Bullet"
                   style:family="paragraph"
                   style:parent-style-name="Standard">
         <style:paragraph-properties fo:margin-left="0in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="List_20_Bullet_20_2" style:display-name="List Bullet 2"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:list-style-name="WW8Num4">
         <style:paragraph-properties fo:margin-left="-0.25in" fo:margin-right="0in" fo:text-align="justify"
                                     style:justify-single-word="false"
                                     fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="Body_20_Text_20_First_20_Indent"
                   style:display-name="Body Text First Indent"
                   style:family="paragraph"
                   style:parent-style-name="Text_20_body">
         <style:paragraph-properties fo:margin-left="0in" fo:margin-right="0in" fo:text-indent="0.1457in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="List_20_Number_20_2" style:display-name="List Number 2"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:list-style-name="WW8Num5">
         <style:paragraph-properties fo:margin-left="-0.25in" fo:margin-right="0in" fo:text-align="justify"
                                     style:justify-single-word="false"
                                     fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="List_20_Bullet_20_3" style:display-name="List Bullet 3"
                   style:family="paragraph"
                   style:parent-style-name="Standard">
         <style:paragraph-properties fo:margin-left="0in" fo:margin-right="0in" fo:text-align="justify"
                                     style:justify-single-word="false"
                                     fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="List_20_Bullet_20_4" style:display-name="List Bullet 4"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:list-style-name="WW8Num3">
         <style:paragraph-properties fo:margin-left="-0.75in" fo:margin-right="0in" fo:text-align="justify"
                                     style:justify-single-word="false"
                                     fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="Contents_20_1" style:display-name="Contents 1"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="index"/>
      <style:style style:name="Contents_20_2" style:display-name="Contents 2"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="index">
         <style:paragraph-properties fo:margin-left="0.1665in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="Contents_20_3" style:display-name="Contents 3"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="index">
         <style:paragraph-properties fo:margin-left="0.3335in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="Contents_20_4" style:display-name="Contents 4"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="index">
         <style:paragraph-properties fo:margin-left="0.5in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="Contents_20_5" style:display-name="Contents 5"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="index">
         <style:paragraph-properties fo:margin-left="0.6665in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="Contents_20_6" style:display-name="Contents 6"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="index">
         <style:paragraph-properties fo:margin-left="0.8335in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="Contents_20_7" style:display-name="Contents 7"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="index">
         <style:paragraph-properties fo:margin-left="1in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="Contents_20_8" style:display-name="Contents 8"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="index">
         <style:paragraph-properties fo:margin-left="1.1665in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="Contents_20_9" style:display-name="Contents 9"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:next-style-name="Standard"
                   style:class="index">
         <style:paragraph-properties fo:margin-left="1.3335in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="Contents_20_10" style:display-name="Contents 10"
                   style:family="paragraph"
                   style:parent-style-name="Index"
                   style:class="index">
         <style:paragraph-properties fo:margin-left="1.7689in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false">
            <style:tab-stops>
               <style:tab-stop style:position="6.9252in" style:type="right" style:leader-style="dotted"
                               style:leader-text="."/>
            </style:tab-stops>
         </style:paragraph-properties>
      </style:style>
      <style:style style:name="Frame_20_contents" style:display-name="Frame contents"
                   style:family="paragraph"
                   style:parent-style-name="Text_20_body"
                   style:class="extra"/>
      <style:style style:name="Preformatted_20_Text" style:display-name="Preformatted Text"
                   style:family="paragraph"
                   style:parent-style-name="Standard"
                   style:class="html">
         <style:paragraph-properties fo:margin-top="0in" fo:margin-bottom="0in"/>
         <style:text-properties style:font-name="Nimbus Mono L" fo:font-size="10pt"
                                style:font-name-asian="Nimbus Mono L"
                                style:font-size-asian="10pt"
                                style:font-name-complex="Nimbus Mono L"
                                style:font-size-complex="10pt"/>
      </style:style>
      <style:style style:name="Header" style:family="paragraph" style:parent-style-name="Standard"
                   style:class="extra">
         <style:paragraph-properties text:number-lines="false" text:line-number="0">
            <style:tab-stops>
               <style:tab-stop style:position="3.4626in" style:type="center"/>
               <style:tab-stop style:position="6.9252in" style:type="right"/>
            </style:tab-stops>
         </style:paragraph-properties>
      </style:style>
      <style:style style:name="WW8Num3z0" style:family="text">
         <style:text-properties style:font-name="Symbol"/>
      </style:style>
      <style:style style:name="WW8Num4z0" style:family="text">
         <style:text-properties style:font-name="Symbol"/>
      </style:style>
      <style:style style:name="Absatz-Standardschriftart" style:family="text"/>
      <style:style style:name="WW-Absatz-Standardschriftart" style:family="text"/>
      <style:style style:name="WW8Num2z0" style:family="text">
         <style:text-properties style:font-name="Symbol"/>
      </style:style>
      <style:style style:name="WW8Num5z0" style:family="text">
         <style:text-properties style:font-name="Symbol"/>
      </style:style>
      <style:style style:name="WW8Num9z1" style:family="text">
         <style:text-properties style:font-name="Symbol"/>
      </style:style>
      <style:style style:name="WW-Absatz-Standardschriftart1" style:family="text"/>
      <style:style style:name="WW-Absatz-Standardschriftart11" style:family="text"/>
      <style:style style:name="WW-Absatz-Standardschriftart111" style:family="text"/>
      <style:style style:name="WW-Absatz-Standardschriftart1111" style:family="text"/>
      <style:style style:name="WW-Absatz-Standardschriftart11111" style:family="text"/>
      <style:style style:name="WW-Absatz-Standardschriftart111111" style:family="text"/>
      <style:style style:name="WW-Absatz-Standardschriftart1111111" style:family="text"/>
      <style:style style:name="Default_20_Paragraph_20_Font"
                   style:display-name="Default Paragraph Font"
                   style:family="text"/>
      <style:style style:name="Internet_20_link" style:display-name="Internet link"
                   style:family="text">
         <style:text-properties fo:color="#000080" style:text-underline-style="solid"
                                style:text-underline-width="auto"
                                style:text-underline-color="font-color"/>
      </style:style>
      <style:style style:name="Page_20_Number" style:display-name="Page Number"
                   style:family="text"
                   style:parent-style-name="WW-Absatz-Standardschriftart1"/>
      <style:style style:name="Frame" style:family="graphic">
         <style:graphic-properties text:anchor-type="paragraph" svg:x="0in" svg:y="0in" style:wrap="parallel"
                                   style:number-wrapped-paragraphs="no-limit"
                                   style:wrap-contour="false"
                                   style:vertical-pos="top"
                                   style:vertical-rel="paragraph-content"
                                   style:horizontal-pos="center"
                                   style:horizontal-rel="paragraph-content"/>
      </style:style>
      <style:style style:name="Graphics" style:family="graphic">
         <style:graphic-properties text:anchor-type="paragraph" svg:x="0in" svg:y="0in" style:wrap="dynamic"
                                   style:number-wrapped-paragraphs="no-limit"
                                   style:wrap-contour="false"
                                   style:vertical-pos="top"
                                   style:vertical-rel="paragraph"
                                   style:horizontal-pos="center"
                                   style:horizontal-rel="paragraph"/>
      </style:style>
      <style:style style:name="OLE" style:family="graphic">
         <style:graphic-properties text:anchor-type="paragraph" svg:x="0in" svg:y="0in" style:wrap="dynamic"
                                   style:number-wrapped-paragraphs="no-limit"
                                   style:wrap-contour="false"
                                   style:vertical-pos="top"
                                   style:vertical-rel="paragraph"
                                   style:horizontal-pos="center"
                                   style:horizontal-rel="paragraph"/>
      </style:style>
      <text:outline-style style:name="Outline">
         <text:outline-level-style text:level="1" style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.3in"
                                                 fo:text-indent="-0.3in"
                                                 fo:margin-left="0.3in"/>
            </style:list-level-properties>
         </text:outline-level-style>
         <text:outline-level-style text:level="2" style:num-format="1" text:display-levels="2">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.4in"
                                                 fo:text-indent="-0.4in"
                                                 fo:margin-left="0.4in"/>
            </style:list-level-properties>
         </text:outline-level-style>
         <text:outline-level-style text:level="3" style:num-format="1" text:display-levels="3">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.5in"
                                                 fo:text-indent="-0.5in"
                                                 fo:margin-left="0.5in"/>
            </style:list-level-properties>
         </text:outline-level-style>
         <text:outline-level-style text:level="4" style:num-format="1" text:display-levels="4">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.6in"
                                                 fo:text-indent="-0.6in"
                                                 fo:margin-left="0.6in"/>
            </style:list-level-properties>
         </text:outline-level-style>
         <text:outline-level-style text:level="5" style:num-format="1" text:display-levels="5">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.7in"
                                                 fo:text-indent="-0.7in"
                                                 fo:margin-left="0.7in"/>
            </style:list-level-properties>
         </text:outline-level-style>
         <text:outline-level-style text:level="6" style:num-format="1" text:display-levels="6">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.8in"
                                                 fo:text-indent="-0.8in"
                                                 fo:margin-left="0.8in"/>
            </style:list-level-properties>
         </text:outline-level-style>
         <text:outline-level-style text:level="7" style:num-format="1" text:display-levels="7">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.9in"
                                                 fo:text-indent="-0.9in"
                                                 fo:margin-left="0.9in"/>
            </style:list-level-properties>
         </text:outline-level-style>
         <text:outline-level-style text:level="8" style:num-format="1" text:display-levels="8">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1in"
                                                 fo:text-indent="-1in"
                                                 fo:margin-left="1in"/>
            </style:list-level-properties>
         </text:outline-level-style>
         <text:outline-level-style text:level="9" style:num-format="1" text:display-levels="9">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.1in"
                                                 fo:text-indent="-1.1in"
                                                 fo:margin-left="1.1in"/>
            </style:list-level-properties>
         </text:outline-level-style>
         <text:outline-level-style text:level="10" style:num-format="">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.2in"
                                                 fo:text-indent="-1.2in"
                                                 fo:margin-left="1.2in"/>
            </style:list-level-properties>
         </text:outline-level-style>
      </text:outline-style>
      <text:list-style style:name="WW8Num1">
         <text:list-level-style-number text:level="1" style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.3in"
                                                 fo:text-indent="-0.3in"
                                                 fo:margin-left="0.3in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="2" style:num-format="1" text:display-levels="2">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.4in"
                                                 fo:text-indent="-0.4in"
                                                 fo:margin-left="0.4in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="3" style:num-format="1" text:display-levels="3">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.5in"
                                                 fo:text-indent="-0.5in"
                                                 fo:margin-left="0.5in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="4" style:num-format="1" text:display-levels="4">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.6in"
                                                 fo:text-indent="-0.6in"
                                                 fo:margin-left="0.6in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="5" style:num-format="1" text:display-levels="5">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.7in"
                                                 fo:text-indent="-0.7in"
                                                 fo:margin-left="0.7in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="6" style:num-format="1" text:display-levels="6">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.8in"
                                                 fo:text-indent="-0.8in"
                                                 fo:margin-left="0.8in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="7" style:num-format="1" text:display-levels="7">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.9in"
                                                 fo:text-indent="-0.9in"
                                                 fo:margin-left="0.9in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="8" style:num-format="1" text:display-levels="8">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1in"
                                                 fo:text-indent="-1in"
                                                 fo:margin-left="1in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="9" style:num-format="1" text:display-levels="9">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.1in"
                                                 fo:text-indent="-1.1in"
                                                 fo:margin-left="1.1in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="10" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
      </text:list-style>
      <text:list-style style:name="WW8Num2" text:consecutive-numbering="true">
         <text:list-level-style-number text:level="1" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.5in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="0.5in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="2" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="0.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="3" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="4" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.25in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1.25in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="5" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.5in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1.5in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="6" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="7" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="8" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.25in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.25in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="9" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.5in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.5in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="10" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
      </text:list-style>
      <text:list-style style:name="WW8Num3" text:consecutive-numbering="true">
         <text:list-level-style-bullet text:level="1" text:style-name="WW8Num3z0" style:num-suffix="."
                                       text:bullet-char="">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1in"/>
            </style:list-level-properties>
            <style:text-properties style:font-name="Symbol"/>
         </text:list-level-style-bullet>
         <text:list-level-style-number text:level="2" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="0.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="3" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="4" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.25in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1.25in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="5" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.5in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1.5in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="6" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="7" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="8" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.25in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.25in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="9" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.5in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.5in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="10" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
      </text:list-style>
      <text:list-style style:name="WW8Num4" text:consecutive-numbering="true">
         <text:list-level-style-bullet text:level="1" text:style-name="WW8Num4z0" style:num-suffix="."
                                       text:bullet-char="">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.5in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="0.5in"/>
            </style:list-level-properties>
            <style:text-properties style:font-name="Symbol"/>
         </text:list-level-style-bullet>
         <text:list-level-style-number text:level="2" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="0.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="3" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="4" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.25in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1.25in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="5" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.5in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1.5in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="6" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="7" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="8" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.25in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.25in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="9" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.5in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.5in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="10" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
      </text:list-style>
      <text:list-style style:name="WW8Num5">
         <text:list-level-style-number text:level="1" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.5in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="0.5in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="2" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="0.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="0.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="3" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="4" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.25in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1.25in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="5" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.5in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1.5in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="6" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="1.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="1.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="7" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="8" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.25in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.25in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="9" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.5in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.5in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
         <text:list-level-style-number text:level="10" style:num-suffix="." style:num-format="1">
            <style:list-level-properties text:list-level-position-and-space-mode="label-alignment">
               <style:list-level-label-alignment text:label-followed-by="listtab" text:list-tab-stop-position="2.75in"
                                                 fo:text-indent="-0.25in"
                                                 fo:margin-left="2.75in"/>
            </style:list-level-properties>
         </text:list-level-style-number>
      </text:list-style>
      <text:notes-configuration text:note-class="footnote" style:num-format="1" text:start-value="0"
                                text:footnotes-position="page"
                                text:start-numbering-at="document"/>
      <text:notes-configuration text:note-class="endnote" style:num-format="i" text:start-value="0"/>
      <text:linenumbering-configuration text:number-lines="false" text:offset="0.1965in" style:num-format="1"
                                        text:number-position="left"
                                        text:increment="5"/>
      <style:default-page-layout>
         <style:page-layout-properties style:layout-grid-standard-mode="true"/>
      </style:default-page-layout>
   </office:styles>
   <office:automatic-styles>
      <style:style style:name="P1" style:family="paragraph" style:parent-style-name="Standard">
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P2" style:family="paragraph" style:parent-style-name="Standard">
         <style:paragraph-properties fo:text-align="center" style:justify-single-word="false"/>
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P3" style:family="paragraph" style:parent-style-name="Standard">
         <style:paragraph-properties>
            <style:tab-stops>
               <style:tab-stop style:position="6.4929in" style:type="right" style:leader-style="dotted"
                               style:leader-text="."/>
            </style:tab-stops>
         </style:paragraph-properties>
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P4" style:family="paragraph" style:parent-style-name="Standard">
         <style:text-properties style:use-window-font-color="true" style:font-name="Courier New"
                                fo:font-size="10pt"
                                fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="10pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P5" style:family="paragraph" style:parent-style-name="Standard">
         <style:text-properties style:use-window-font-color="true" style:font-name="Courier New"
                                fo:font-size="11pt"
                                fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="11pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P6" style:family="paragraph" style:parent-style-name="Standard">
         <style:paragraph-properties fo:text-align="center" style:justify-single-word="false"/>
      </style:style>
      <style:style style:name="P7" style:family="paragraph" style:parent-style-name="Standard">
         <style:paragraph-properties fo:margin-left="0in" fo:margin-right="0in" fo:text-indent="0.5in"
                                     style:auto-text-indent="false"/>
         <style:text-properties style:use-window-font-color="true" style:font-name="Courier New"
                                fo:font-size="11pt"
                                fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="11pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P8" style:family="paragraph" style:parent-style-name="Standard">
         <style:paragraph-properties fo:margin-left="0.5in" fo:margin-right="0in" fo:text-indent="0.5in"
                                     style:auto-text-indent="false"/>
         <style:text-properties style:use-window-font-color="true" style:font-name="Courier New"
                                fo:font-size="11pt"
                                fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="11pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P9" style:family="paragraph" style:parent-style-name="Standard">
         <style:paragraph-properties fo:margin-left="1in" fo:margin-right="0in" fo:text-indent="0.5in"
                                     style:auto-text-indent="false"/>
         <style:text-properties style:use-window-font-color="true" style:font-name="Courier New"
                                fo:font-size="11pt"
                                fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="11pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P10" style:family="paragraph" style:parent-style-name="Standard"
                   style:master-page-name="First_20_Page">
         <style:paragraph-properties style:page-number="auto"/>
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P11" style:family="paragraph" style:parent-style-name="Caption">
         <style:paragraph-properties fo:margin-top="0.0835in" fo:margin-bottom="0.0835in" text:number-lines="false"
                                     text:line-number="0"/>
      </style:style>
      <style:style style:name="P12" style:family="paragraph"
                   style:parent-style-name="Text_20_body">
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P13" style:family="paragraph"
                   style:parent-style-name="Text_20_body">
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                fo:font-weight="bold"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-weight-asian="bold"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P14" style:family="paragraph"
                   style:parent-style-name="Text_20_body">
         <style:paragraph-properties fo:keep-with-next="always"/>
      </style:style>
      <style:style style:name="P15" style:family="paragraph"
                   style:parent-style-name="Text_20_body">
         <style:paragraph-properties fo:margin-left="0.5in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="P16" style:family="paragraph" style:parent-style-name="Heading">
         <style:paragraph-properties fo:break-before="page"/>
         <style:text-properties style:use-window-font-color="true" fo:font-size="14pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Arial Unicode MS"
                                style:font-size-asian="14pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Tahoma"
                                style:font-size-complex="14pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P17" style:family="paragraph"
                   style:parent-style-name="Heading_20_1">
         <style:paragraph-properties fo:break-before="page">
            <style:tab-stops>
               <style:tab-stop style:position="0.3in"/>
            </style:tab-stops>
         </style:paragraph-properties>
         <style:text-properties style:use-window-font-color="true" fo:font-size="16pt" fo:language="en"
                                fo:country="US"
                                fo:font-weight="bold"
                                style:letter-kerning="true"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="16pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-weight-asian="bold"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="16pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P18" style:family="paragraph"
                   style:parent-style-name="Heading_20_1">
         <style:paragraph-properties>
            <style:tab-stops>
               <style:tab-stop style:position="0.3in"/>
            </style:tab-stops>
         </style:paragraph-properties>
         <style:text-properties style:use-window-font-color="true" fo:font-size="16pt" fo:language="en"
                                fo:country="US"
                                fo:font-weight="bold"
                                style:letter-kerning="true"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="16pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-weight-asian="bold"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="16pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P19" style:family="paragraph"
                   style:parent-style-name="Heading_20_2">
         <style:paragraph-properties>
            <style:tab-stops>
               <style:tab-stop style:position="0.4in"/>
            </style:tab-stops>
         </style:paragraph-properties>
         <style:text-properties style:use-window-font-color="true" fo:font-size="14pt" fo:language="en"
                                fo:country="US"
                                fo:font-style="italic"
                                fo:font-weight="bold"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="14pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-style-asian="italic"
                                style:font-weight-asian="bold"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="14pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P20" style:family="paragraph"
                   style:parent-style-name="Heading_20_3">
         <style:paragraph-properties>
            <style:tab-stops>
               <style:tab-stop style:position="0.5in"/>
            </style:tab-stops>
         </style:paragraph-properties>
         <style:text-properties style:use-window-font-color="true" fo:font-size="13pt" fo:language="en"
                                fo:country="US"
                                fo:font-weight="bold"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="13pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-weight-asian="bold"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="13pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P21" style:family="paragraph"
                   style:parent-style-name="List_20_Bullet_20_2">
         <style:paragraph-properties fo:margin-left="0.5in" fo:margin-right="0in" fo:text-indent="-0.25in"
                                     style:auto-text-indent="false">
            <style:tab-stops>
               <style:tab-stop style:position="0.5in"/>
            </style:tab-stops>
         </style:paragraph-properties>
      </style:style>
      <style:style style:name="P22" style:family="paragraph"
                   style:parent-style-name="List_20_Bullet_20_2">
         <style:paragraph-properties fo:margin-left="0.5in" fo:margin-right="0in" fo:text-indent="-0.25in"
                                     style:auto-text-indent="false">
            <style:tab-stops>
               <style:tab-stop style:position="0.5in"/>
            </style:tab-stops>
         </style:paragraph-properties>
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P23" style:family="paragraph" style:parent-style-name="Title">
         <style:paragraph-properties fo:break-before="page"/>
         <style:text-properties style:use-window-font-color="true" fo:font-size="16pt" fo:language="en"
                                fo:country="US"
                                fo:font-weight="bold"
                                style:letter-kerning="true"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="16pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-weight-asian="bold"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="16pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P24" style:family="paragraph"
                   style:parent-style-name="Body_20_Text_20_First_20_Indent">
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P25" style:family="paragraph"
                   style:parent-style-name="Body_20_Text_20_First_20_Indent">
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="none"
                                fo:country="none"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="none"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="10pt"
                                style:language-complex="none"
                                style:country-complex="none"/>
      </style:style>
      <style:style style:name="P26" style:family="paragraph"
                   style:parent-style-name="Body_20_Text_20_First_20_Indent">
         <style:paragraph-properties fo:margin-left="0in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
      </style:style>
      <style:style style:name="P27" style:family="paragraph"
                   style:parent-style-name="Body_20_Text_20_First_20_Indent">
         <style:paragraph-properties fo:margin-left="0in" fo:margin-right="0in" fo:text-indent="0in"
                                     style:auto-text-indent="false"/>
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P28" style:family="paragraph"
                   style:parent-style-name="List_20_Number_20_2">
         <style:paragraph-properties fo:margin-left="0.5in" fo:margin-right="0in" fo:text-indent="-0.25in"
                                     style:auto-text-indent="false">
            <style:tab-stops>
               <style:tab-stop style:position="0.5in"/>
            </style:tab-stops>
         </style:paragraph-properties>
      </style:style>
      <style:style style:name="P29" style:family="paragraph"
                   style:parent-style-name="List_20_Number_20_2"
                   style:list-style-name="WW8Num2">
         <style:paragraph-properties fo:margin-left="0.5in" fo:margin-right="0in" fo:text-indent="-0.25in"
                                     style:auto-text-indent="false">
            <style:tab-stops>
               <style:tab-stop style:position="0.5in"/>
            </style:tab-stops>
         </style:paragraph-properties>
      </style:style>
      <style:style style:name="P30" style:family="paragraph"
                   style:parent-style-name="List_20_Number_20_2">
         <style:paragraph-properties fo:margin-left="0.5in" fo:margin-right="0in" fo:text-indent="-0.25in"
                                     style:auto-text-indent="false">
            <style:tab-stops>
               <style:tab-stop style:position="0.5in"/>
            </style:tab-stops>
         </style:paragraph-properties>
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P31" style:family="paragraph"
                   style:parent-style-name="List_20_Number_20_2"
                   style:list-style-name="WW8Num2">
         <style:paragraph-properties fo:margin-left="0.5in" fo:margin-right="0in" fo:text-indent="-0.25in"
                                     style:auto-text-indent="false">
            <style:tab-stops>
               <style:tab-stop style:position="0.5in"/>
            </style:tab-stops>
         </style:paragraph-properties>
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="P32" style:family="paragraph"
                   style:parent-style-name="List_20_Bullet_20_4">
         <style:paragraph-properties fo:margin-left="1in" fo:margin-right="0in" fo:text-indent="-0.25in"
                                     style:auto-text-indent="false">
            <style:tab-stops>
               <style:tab-stop style:position="1in"/>
            </style:tab-stops>
         </style:paragraph-properties>
      </style:style>
      <style:style style:name="P33" style:family="paragraph"
                   style:parent-style-name="List_20_Bullet_20_4">
         <style:paragraph-properties fo:margin-left="1in" fo:margin-right="0in" fo:text-indent="-0.25in"
                                     style:auto-text-indent="false">
            <style:tab-stops>
               <style:tab-stop style:position="1in"/>
               <style:tab-stop style:position="2.0882in"/>
            </style:tab-stops>
         </style:paragraph-properties>
      </style:style>
      <style:style style:name="P34" style:family="paragraph"
                   style:parent-style-name="Contents_20_1">
         <style:paragraph-properties>
            <style:tab-stops>
               <style:tab-stop style:position="6.5in" style:type="right" style:leader-style="dotted"
                               style:leader-text="."/>
            </style:tab-stops>
         </style:paragraph-properties>
      </style:style>
      <style:style style:name="P35" style:family="paragraph"
                   style:parent-style-name="Contents_20_2">
         <style:paragraph-properties>
            <style:tab-stops>
               <style:tab-stop style:position="6.5in" style:type="right" style:leader-style="dotted"
                               style:leader-text="."/>
            </style:tab-stops>
         </style:paragraph-properties>
      </style:style>
      <style:style style:name="P36" style:family="paragraph"
                   style:parent-style-name="Contents_20_3">
         <style:paragraph-properties>
            <style:tab-stops>
               <style:tab-stop style:position="6.5in" style:type="right" style:leader-style="dotted"
                               style:leader-text="."/>
            </style:tab-stops>
         </style:paragraph-properties>
      </style:style>
      <style:style style:name="P37" style:family="paragraph">
         <style:paragraph-properties fo:text-align="center" style:writing-mode="lr-tb"/>
         <style:text-properties fo:font-size="24pt"/>
      </style:style>
      <style:style style:name="P38" style:family="paragraph">
         <style:paragraph-properties fo:margin-top="0.0835in" fo:margin-bottom="0.0835in" fo:text-align="start"
                                     style:writing-mode="lr-tb"/>
      </style:style>
      <style:style style:name="P39" style:family="paragraph">
         <style:paragraph-properties fo:text-align="start" style:writing-mode="lr-tb"/>
      </style:style>
      <style:style style:name="T1" style:family="text"/>
      <style:style style:name="T2" style:family="text">
         <style:text-properties fo:font-size="14pt" style:font-size-asian="14pt"/>
      </style:style>
      <style:style style:name="T3" style:family="text">
         <style:text-properties fo:font-size="12pt" style:font-size-asian="12pt"/>
      </style:style>
      <style:style style:name="T4" style:family="text">
         <style:text-properties fo:font-size="12pt" fo:language="en" fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T5" style:family="text">
         <style:text-properties fo:font-size="12pt" fo:language="en" fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T6" style:family="text">
         <style:text-properties fo:language="en" fo:country="US"/>
      </style:style>
      <style:style style:name="T7" style:family="text">
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T8" style:family="text">
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T9" style:family="text">
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                fo:font-style="italic"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:font-style-asian="italic"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T10" style:family="text">
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                fo:font-style="italic"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-style-asian="italic"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T11" style:family="text">
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                fo:font-style="italic"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-style-asian="italic"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"
                                style:font-style-complex="italic"/>
      </style:style>
      <style:style style:name="T12" style:family="text">
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                fo:font-weight="bold"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:font-weight-asian="bold"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T13" style:family="text">
         <style:text-properties style:use-window-font-color="true" fo:font-size="12pt" fo:language="en"
                                fo:country="US"
                                fo:font-weight="bold"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-weight-asian="bold"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T14" style:family="text">
         <style:text-properties style:use-window-font-color="true" style:font-name="Courier New"
                                fo:font-size="10pt"
                                fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="10pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T15" style:family="text">
         <style:text-properties style:use-window-font-color="true" style:font-name="Courier New"
                                fo:font-size="11pt"
                                fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="11pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T16" style:family="text">
         <style:text-properties style:use-window-font-color="true" style:font-name="Courier New"
                                fo:font-size="11pt"
                                fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="11pt"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T17" style:family="text">
         <style:text-properties style:use-window-font-color="true" style:font-name="Courier New"
                                fo:font-size="12pt"
                                fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T18" style:family="text">
         <style:text-properties style:use-window-font-color="true" fo:font-size="9pt" fo:language="en"
                                fo:country="US"
                                fo:font-style="italic"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="9pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-style-asian="italic"
                                style:font-name-complex="Tahoma"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"
                                style:font-style-complex="italic"/>
      </style:style>
      <style:style style:name="T19" style:family="text">
         <style:text-properties style:use-window-font-color="true" style:text-position="super 58%"
                                fo:font-size="12pt"
                                fo:language="en"
                                fo:country="US"
                                fo:font-style="italic"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="12pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-style-asian="italic"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"
                                style:font-style-complex="italic"/>
      </style:style>
      <style:style style:name="T20" style:family="text">
         <style:text-properties style:font-name="Courier New" fo:font-size="10pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="10pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T21" style:family="text">
         <style:text-properties style:font-name="Courier New" fo:font-size="11pt" fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="11pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T22" style:family="text">
         <style:text-properties style:use-window-font-color="true" style:font-name="Times New Roman"
                                fo:font-size="9pt"
                                fo:language="en"
                                fo:country="US"
                                fo:font-style="italic"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="9pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-style-asian="italic"
                                style:font-name-complex="Tahoma"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"
                                style:font-style-complex="italic"/>
      </style:style>
      <style:style style:name="T23" style:family="text">
         <style:text-properties style:use-window-font-color="true" style:font-name="Courier New"
                                fo:font-size="9pt"
                                fo:language="en"
                                fo:country="US"
                                fo:font-style="normal"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="9pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-style-asian="normal"
                                style:font-name-complex="Tahoma"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"
                                style:font-style-complex="italic"/>
      </style:style>
      <style:style style:name="T24" style:family="text">
         <style:text-properties style:use-window-font-color="true" style:font-name="Times New Roman"
                                fo:font-size="9pt"
                                fo:language="en"
                                fo:country="US"
                                fo:font-style="italic"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="9pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-style-asian="italic"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="T25" style:family="text">
         <style:text-properties style:use-window-font-color="true" style:font-name="Courier New"
                                fo:font-size="9pt"
                                fo:language="en"
                                fo:country="US"
                                style:font-name-asian="Times New Roman"
                                style:font-size-asian="9pt"
                                style:language-asian="zxx"
                                style:country-asian="none"
                                style:font-name-complex="Times New Roman"
                                style:font-size-complex="12pt"
                                style:language-complex="ar"
                                style:country-complex="SA"/>
      </style:style>
      <style:style style:name="fr1" style:family="graphic" style:parent-style-name="Frame">
         <style:graphic-properties style:wrap="dynamic" style:number-wrapped-paragraphs="no-limit"
                                   style:vertical-pos="from-top"
                                   style:vertical-rel="paragraph"
                                   style:horizontal-pos="center"
                                   style:horizontal-rel="page-content"
                                   fo:background-color="#ffffff"
                                   style:background-transparency="100%"
                                   fo:padding="0.0102in"
                                   fo:border="none">
            <style:background-image/>
         </style:graphic-properties>
      </style:style>
      <style:style style:name="fr2" style:family="graphic" style:parent-style-name="Frame">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in" style:wrap="run-through"
                                   style:number-wrapped-paragraphs="no-limit"
                                   style:vertical-pos="from-top"
                                   style:vertical-rel="paragraph"
                                   style:horizontal-pos="from-left"
                                   style:horizontal-rel="paragraph"
                                   fo:background-color="#ffffff"
                                   style:background-transparency="0%"
                                   fo:padding-left="0.1035in"
                                   fo:padding-right="0.1035in"
                                   fo:padding-top="0.0535in"
                                   fo:padding-bottom="0.0535in"
                                   fo:border="0.0071in solid #000000">
            <style:background-image/>
         </style:graphic-properties>
      </style:style>
      <style:style style:name="Sect1" style:family="section">
         <style:section-properties style:editable="false">
            <style:columns fo:column-count="1" fo:column-gap="0in"/>
         </style:section-properties>
      </style:style>
      <style:style style:name="Sect2" style:family="section">
         <style:section-properties text:dont-balance-text-columns="true" style:writing-mode="lr-tb"
                                   style:editable="false">
            <style:columns fo:column-count="1" fo:column-gap="0in"/>
            <text:notes-configuration text:note-class="footnote"/>
         </style:section-properties>
      </style:style>
      <style:style style:name="gr1" style:family="graphic">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in"
                                   style:run-through="foreground"
                                   style:wrap="parallel"
                                   style:number-wrapped-paragraphs="no-limit"
                                   style:wrap-contour="false"
                                   style:vertical-pos="from-top"
                                   style:vertical-rel="page-content"
                                   style:horizontal-pos="from-left"
                                   style:horizontal-rel="page-content"/>
      </style:style>
      <style:style style:name="gr2" style:family="graphic">
         <style:graphic-properties draw:stroke="none" draw:fill="solid" draw:fill-color="#ffffff"
                                   draw:textarea-horizontal-align="left"
                                   draw:textarea-vertical-align="middle"
                                   draw:auto-grow-height="false"
                                   fo:padding-top="0.0902in"
                                   fo:padding-bottom="0.0902in"
                                   fo:padding-left="0.1736in"
                                   fo:padding-right="0.1736in"
                                   fo:wrap-option="no-wrap"
                                   draw:shadow="hidden"
                                   draw:color-mode="standard"
                                   draw:luminance="0%"
                                   draw:contrast="0%"
                                   draw:gamma="100%"
                                   draw:red="0%"
                                   draw:green="0%"
                                   draw:blue="0%"
                                   fo:clip="rect(0in, 0in, 0in, 0in)"
                                   draw:image-opacity="100%"
                                   style:mirror="none"
                                   style:run-through="foreground"/>
      </style:style>
      <style:style style:name="gr3" style:family="graphic">
         <style:graphic-properties draw:stroke="none" draw:fill="solid" draw:fill-color="#ffffff"
                                   draw:textarea-horizontal-align="justify"
                                   draw:textarea-vertical-align="middle"
                                   draw:auto-grow-height="false"
                                   draw:auto-grow-width="false"
                                   fo:padding-top="0.05in"
                                   fo:padding-bottom="0.05in"
                                   fo:padding-left="0.1in"
                                   fo:padding-right="0.1in"
                                   fo:wrap-option="wrap"
                                   draw:shadow="hidden"
                                   style:run-through="foreground"/>
      </style:style>
      <style:style style:name="gr4" style:family="graphic">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in"
                                   style:run-through="foreground"
                                   style:wrap="right"
                                   style:number-wrapped-paragraphs="no-limit"
                                   style:wrap-contour="false"
                                   style:vertical-pos="from-top"
                                   style:vertical-rel="page"
                                   style:horizontal-pos="from-left"
                                   style:horizontal-rel="page-content"/>
      </style:style>
      <style:style style:name="gr5" style:family="graphic">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in"
                                   style:run-through="foreground"
                                   style:wrap="none"
                                   style:vertical-pos="from-top"
                                   style:vertical-rel="page"
                                   style:horizontal-pos="center"
                                   style:horizontal-rel="page-content"/>
      </style:style>
      <style:style style:name="gr6" style:family="graphic">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in"
                                   style:run-through="foreground"
                                   style:wrap="left"
                                   style:number-wrapped-paragraphs="no-limit"
                                   style:wrap-contour="false"
                                   style:vertical-pos="from-top"
                                   style:vertical-rel="page-content"
                                   style:horizontal-pos="from-left"
                                   style:horizontal-rel="page-content"/>
      </style:style>
      <style:style style:name="gr7" style:family="graphic">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in"
                                   style:run-through="foreground"
                                   style:wrap="parallel"
                                   style:number-wrapped-paragraphs="no-limit"
                                   style:wrap-contour="false"
                                   style:vertical-pos="from-top"
                                   style:vertical-rel="page"
                                   style:horizontal-pos="center"
                                   style:horizontal-rel="page-content"/>
      </style:style>
      <style:style style:name="gr8" style:family="graphic">
         <style:graphic-properties draw:stroke="none" draw:fill="none" draw:fill-color="#ffffff"
                                   draw:textarea-horizontal-align="left"
                                   draw:textarea-vertical-align="middle"
                                   draw:auto-grow-height="false"
                                   fo:padding-top="0.0902in"
                                   fo:padding-bottom="0.0902in"
                                   fo:padding-left="0.1736in"
                                   fo:padding-right="0.1736in"
                                   fo:wrap-option="no-wrap"
                                   draw:shadow="hidden"
                                   draw:color-mode="standard"
                                   draw:luminance="0%"
                                   draw:contrast="0%"
                                   draw:gamma="100%"
                                   draw:red="0%"
                                   draw:green="0%"
                                   draw:blue="0%"
                                   fo:clip="rect(0in, 0in, 0in, 0in)"
                                   draw:image-opacity="100%"
                                   style:mirror="none"
                                   style:run-through="foreground"/>
      </style:style>
      <style:style style:name="gr9" style:family="graphic">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in"
                                   style:run-through="foreground"
                                   style:wrap="left"
                                   style:number-wrapped-paragraphs="no-limit"
                                   style:wrap-contour="false"
                                   style:vertical-pos="from-top"
                                   style:vertical-rel="page"
                                   style:horizontal-pos="from-left"
                                   style:horizontal-rel="page-content"/>
      </style:style>
      <style:style style:name="gr10" style:family="graphic">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in"
                                   style:run-through="foreground"
                                   style:wrap="none"
                                   style:vertical-pos="from-top"
                                   style:vertical-rel="paragraph"
                                   style:horizontal-pos="center"
                                   style:horizontal-rel="paragraph"/>
      </style:style>
      <style:style style:name="gr11" style:family="graphic">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in"
                                   style:run-through="foreground"
                                   style:wrap="none"
                                   style:vertical-pos="middle"
                                   style:vertical-rel="page-content"
                                   style:horizontal-pos="center"
                                   style:horizontal-rel="page-content"/>
      </style:style>
      <style:style style:name="gr12" style:family="graphic">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in"
                                   style:run-through="foreground"
                                   style:wrap="parallel"
                                   style:number-wrapped-paragraphs="no-limit"
                                   style:wrap-contour="false"
                                   style:vertical-pos="middle"
                                   style:vertical-rel="page-content"
                                   style:horizontal-pos="center"
                                   style:horizontal-rel="page-content"/>
      </style:style>
      <style:style style:name="gr13" style:family="graphic">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in"
                                   style:run-through="foreground"
                                   style:wrap="none"
                                   style:vertical-pos="from-top"
                                   style:vertical-rel="page"
                                   style:horizontal-pos="from-left"
                                   style:horizontal-rel="page-content"/>
      </style:style>
      <style:style style:name="gr14" style:family="graphic">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in"
                                   style:run-through="foreground"
                                   style:wrap="right"
                                   style:number-wrapped-paragraphs="no-limit"
                                   style:wrap-contour="false"
                                   style:vertical-pos="from-top"
                                   style:vertical-rel="page"
                                   style:horizontal-pos="from-left"
                                   style:horizontal-rel="page"/>
      </style:style>
      <style:style style:name="gr15" style:family="graphic">
         <style:graphic-properties fo:margin-left="0.1256in" fo:margin-right="0.1256in"
                                   style:run-through="foreground"
                                   style:wrap="right"
                                   style:number-wrapped-paragraphs="no-limit"
                                   style:wrap-contour="false"
                                   style:vertical-pos="from-top"
                                   style:vertical-rel="page-content"
                                   style:horizontal-pos="from-left"
                                   style:horizontal-rel="page-content"/>
      </style:style>
      <style:page-layout style:name="pm1">
         <style:page-layout-properties fo:page-width="8.5in" fo:page-height="11in" style:num-format="1"
                                       style:print-orientation="portrait"
                                       fo:margin-top="1in"
                                       fo:margin-bottom="0.5in"
                                       fo:margin-left="1in"
                                       fo:margin-right="1in"
                                       style:writing-mode="lr-tb"
                                       style:layout-grid-color="#c0c0c0"
                                       style:layout-grid-lines="38"
                                       style:layout-grid-base-height="0.25in"
                                       style:layout-grid-ruby-height="0in"
                                       style:layout-grid-mode="none"
                                       style:layout-grid-ruby-below="false"
                                       style:layout-grid-print="false"
                                       style:layout-grid-display="false"
                                       style:layout-grid-base-width="0.1665in"
                                       style:layout-grid-snap-to-characters="true"
                                       style:footnote-max-height="0in">
            <style:footnote-sep style:width="0.0071in" style:distance-before-sep="0.0398in"
                                style:distance-after-sep="0.0398in"
                                style:adjustment="left"
                                style:rel-width="25%"
                                style:color="#000000"/>
         </style:page-layout-properties>
         <style:header-style/>
         <style:footer-style>
            <style:header-footer-properties fo:min-height="0.5in" fo:margin-top="0.461in" style:dynamic-spacing="true"/>
         </style:footer-style>
      </style:page-layout>
      <style:page-layout style:name="pm2">
         <style:page-layout-properties fo:page-width="8.5in" fo:page-height="11in" style:num-format="1"
                                       style:print-orientation="portrait"
                                       fo:margin-top="1in"
                                       fo:margin-bottom="1in"
                                       fo:margin-left="1in"
                                       fo:margin-right="1in"
                                       style:writing-mode="lr-tb"
                                       style:layout-grid-color="#c0c0c0"
                                       style:layout-grid-lines="36"
                                       style:layout-grid-base-height="0.25in"
                                       style:layout-grid-ruby-height="0in"
                                       style:layout-grid-mode="none"
                                       style:layout-grid-ruby-below="false"
                                       style:layout-grid-print="false"
                                       style:layout-grid-display="false"
                                       style:layout-grid-base-width="0.1665in"
                                       style:layout-grid-snap-to-characters="true"
                                       style:footnote-max-height="0in">
            <style:footnote-sep style:width="0.0071in" style:distance-before-sep="0.0398in"
                                style:distance-after-sep="0.0398in"
                                style:adjustment="left"
                                style:rel-width="25%"
                                style:color="#000000"/>
         </style:page-layout-properties>
         <style:header-style>
            <style:header-footer-properties fo:min-height="0in"/>
         </style:header-style>
         <style:footer-style>
            <style:header-footer-properties fo:min-height="0in"/>
         </style:footer-style>
      </style:page-layout>
   </office:automatic-styles>
   <office:master-styles>
      <style:master-page style:name="Standard" style:page-layout-name="pm1">
         <style:footer>
            <text:p text:style-name="Footer">
               <draw:frame draw:style-name="fr1" draw:name="Frame4" text:anchor-type="char"
                           svg:y="0.0008in"
                           svg:width="0.0827in"
                           svg:height="0.1992in"
                           draw:z-index="23">
                  <draw:text-box>
                     <text:p text:style-name="Footer">
                        <text:span text:style-name="Page_20_Number">
                           <text:page-number text:select-page="current">7</text:page-number>
                        </text:span>
                     </text:p>
                  </draw:text-box>
               </draw:frame>
            </text:p>
         </style:footer>
      </style:master-page>
      <style:master-page style:name="First_20_Page" style:display-name="First Page"
                         style:page-layout-name="pm2"
                         style:next-style-name="Standard">
         <style:header>
            <text:p text:style-name="Header"/>
         </style:header>
         <style:footer>
            <text:p text:style-name="Footer"/>
         </style:footer>
      </style:master-page>
   </office:master-styles>
   <office:body>
      <office:text text:use-soft-page-breaks="true">
         <office:forms form:automatic-focus="false" form:apply-design-mode="false"/>
         <text:sequence-decls>
            <text:sequence-decl text:display-outline-level="0" text:name="Illustration"/>
            <text:sequence-decl text:display-outline-level="0" text:name="Table"/>
            <text:sequence-decl text:display-outline-level="0" text:name="Text"/>
            <text:sequence-decl text:display-outline-level="0" text:name="Drawing"/>
            <text:sequence-decl text:display-outline-level="0" text:name="Figure"/>
         </text:sequence-decls>
         <text:p text:style-name="P10"/>
         <text:p text:style-name="Standard"/>
         <text:p text:style-name="Standard"/>
         <text:p text:style-name="Standard"/>
         <text:p text:style-name="Standard"/>
         <text:p text:style-name="Standard"/>
         <text:p text:style-name="Standard"/>
         <text:p text:style-name="Standard"/>
         <text:p text:style-name="Standard"/>
         <text:p text:style-name="Title">Sigma Knowledge Engineering Environment<text:line-break/>
            <text:line-break/>
            <text:span text:style-name="T2">Installation Instructions and User Guide<text:line-break/>for Sigma 2.1<text:line-break/>
               <text:line-break/>
            </text:span>
            <text:span text:style-name="T3">10/30/2007 </text:span>
         </text:p>
         <text:p text:style-name="Standard"/>
         <text:p text:style-name="P2">Written by Adam Pease and Nick Siegel</text:p>
         <text:p text:style-name="P2"/>
         <text:p text:style-name="P2">Please send questions or comments to:</text:p>
         <text:p text:style-name="P6">
            <text:a xlink:type="simple" xlink:href="mailto:apease@articulatesoftware.com">
               <text:span text:style-name="Internet_20_link">
                  <text:span text:style-name="T4">apease@articulatesoftware.com</text:span>
               </text:span>
            </text:a>
            <text:span text:style-name="T7"> </text:span>
         </text:p>
         <text:p text:style-name="P6">
            <text:a xlink:type="simple" xlink:href="mailto:nsiegel@articulatesoftware.com">
               <text:span text:style-name="Internet_20_link">
                  <text:span text:style-name="T4">nsiegel@articulatesoftware.com</text:span>
               </text:span>
            </text:a>
            <text:span text:style-name="T7"> </text:span>
         </text:p>
         <text:p text:style-name="Standard"/>
         <text:p text:style-name="Standard"/>
         <text:p text:style-name="Standard"/>
         <text:p text:style-name="P16">License </text:p>
         <text:p text:style-name="Standard">
            <text:span text:style-name="T14">This code and documentation are copyright Articulate Software (c) 2005, 2006, 2007. <text:s/>Some portions copyright Teknowledge (c) 2003 and reused under the terms of the GNU license. <text:s/>This software is released under the GNU Public License </text:span>
            <text:a xlink:type="simple" xlink:href="http://www.gnu.org/copyleft/gpl.html">
               <text:span text:style-name="Internet_20_link">
                  <text:span text:style-name="T20">http://www.gnu.org/copyleft/gpl.html</text:span>
               </text:span>
            </text:a>
            <text:span text:style-name="T14"> . </text:span>
         </text:p>
         <text:p text:style-name="P4"/>
         <text:p text:style-name="P4">Users of this code also consent, by use of this code, to credit Articulate Software and Teknowledge in any writings, briefings, publications, presentations, or other representations of any software that incorporates, builds on, or uses this code. <text:s/>Please cite the following article in any publication with references: </text:p>
         <text:p text:style-name="P4"/>
         <text:p text:style-name="Standard">
            <text:span text:style-name="T7">Pease, A., (2003). The Sigma Ontology Development Environment. <text:s/>
            </text:span>
            <text:span text:style-name="T10">In</text:span>
            <text:span text:style-name="T7"> Working Notes of the IJCAI-2003 Workshop on Ontology and Distributed Systems, August 9, Acapulco, Mexico. </text:span>
         </text:p>
         <text:p text:style-name="P1"/>
         <text:p text:style-name="P4">Note that the current release of Sigma is “beta” code, and is not suitable for any mission-critical use. <text:s/>It is strictly a tool for research. <text:s/>Sigma comes with no warranty, expressed or implied. <text:s/>By using Sigma, you assume all responsibility for events that may result, and agree to hold Articulate Software blameless for any adverse consequences. </text:p>
         <text:p text:style-name="P4"/>
         <text:p text:style-name="P4">Bug reports, fixed code, and new, implemented features are welcome, however, and will be shared with the Sigma user community. </text:p>
         <text:p text:style-name="P1"/>
         <text:p text:style-name="P1"/>
         <text:p text:style-name="P1"/>
         <text:p text:style-name="P23">Table of Contents</text:p>
         <text:p text:style-name="P1"/>
         <text:table-of-content text:style-name="Sect1" text:name="Table of Contents1">
            <text:table-of-content-source text:outline-level="9" text:use-index-marks="false"
                                          text:use-index-source-styles="true">
               <text:index-title-template text:style-name="Contents_20_Heading"/>
               <text:table-of-content-entry-template text:outline-level="1" text:style-name="Contents_20_1">
                  <text:index-entry-chapter/>
                  <text:index-entry-span> </text:index-entry-span>
                  <text:index-entry-text/>
                  <text:index-entry-tab-stop style:type="right" style:leader-char="."/>
                  <text:index-entry-page-number/>
               </text:table-of-content-entry-template>
               <text:table-of-content-entry-template text:outline-level="2" text:style-name="Contents_20_2">
                  <text:index-entry-chapter/>
                  <text:index-entry-span> </text:index-entry-span>
                  <text:index-entry-text/>
                  <text:index-entry-tab-stop style:type="right" style:leader-char="."/>
                  <text:index-entry-page-number/>
               </text:table-of-content-entry-template>
               <text:table-of-content-entry-template text:outline-level="3" text:style-name="Contents_20_3">
                  <text:index-entry-chapter/>
                  <text:index-entry-span> </text:index-entry-span>
                  <text:index-entry-text/>
                  <text:index-entry-tab-stop style:type="right" style:leader-char="."/>
                  <text:index-entry-page-number/>
               </text:table-of-content-entry-template>
               <text:table-of-content-entry-template text:outline-level="4" text:style-name="Contents_20_4">
                  <text:index-entry-chapter/>
                  <text:index-entry-span> </text:index-entry-span>
                  <text:index-entry-text/>
                  <text:index-entry-tab-stop style:type="right" style:leader-char="."/>
                  <text:index-entry-page-number/>
               </text:table-of-content-entry-template>
               <text:table-of-content-entry-template text:outline-level="5" text:style-name="Contents_20_5">
                  <text:index-entry-chapter/>
                  <text:index-entry-span> </text:index-entry-span>
                  <text:index-entry-text/>
                  <text:index-entry-tab-stop style:type="right" style:leader-char="."/>
                  <text:index-entry-page-number/>
               </text:table-of-content-entry-template>
               <text:table-of-content-entry-template text:outline-level="6" text:style-name="Contents_20_6">
                  <text:index-entry-chapter/>
                  <text:index-entry-span> </text:index-entry-span>
                  <text:index-entry-text/>
                  <text:index-entry-tab-stop style:type="right" style:leader-char="."/>
                  <text:index-entry-page-number/>
               </text:table-of-content-entry-template>
               <text:table-of-content-entry-template text:outline-level="7" text:style-name="Contents_20_7">
                  <text:index-entry-chapter/>
                  <text:index-entry-span> </text:index-entry-span>
                  <text:index-entry-text/>
                  <text:index-entry-tab-stop style:type="right" style:leader-char="."/>
                  <text:index-entry-page-number/>
               </text:table-of-content-entry-template>
               <text:table-of-content-entry-template text:outline-level="8" text:style-name="Contents_20_8">
                  <text:index-entry-chapter/>
                  <text:index-entry-span> </text:index-entry-span>
                  <text:index-entry-text/>
                  <text:index-entry-tab-stop style:type="right" style:leader-char="."/>
                  <text:index-entry-page-number/>
               </text:table-of-content-entry-template>
               <text:table-of-content-entry-template text:outline-level="9" text:style-name="Contents_20_9">
                  <text:index-entry-chapter/>
                  <text:index-entry-span> </text:index-entry-span>
                  <text:index-entry-text/>
                  <text:index-entry-tab-stop style:type="right" style:leader-char="."/>
                  <text:index-entry-page-number/>
               </text:table-of-content-entry-template>
               <text:table-of-content-entry-template text:outline-level="10" text:style-name="Contents_20_10">
                  <text:index-entry-chapter/>
                  <text:index-entry-text/>
                  <text:index-entry-tab-stop style:type="right" style:leader-char="."/>
                  <text:index-entry-page-number/>
                  <text:index-entry-tab-stop style:type="left" style:position="6.9252in" style:leader-char="."
                                             style:with-tab="false"/>
               </text:table-of-content-entry-template>
               <text:index-source-styles text:outline-level="1">
                  <text:index-source-style text:style-name="Heading_20_1"/>
                  <text:index-source-style text:style-name="Heading_20_1"/>
                  <text:index-source-style text:style-name="Title"/>
               </text:index-source-styles>
               <text:index-source-styles text:outline-level="2">
                  <text:index-source-style text:style-name="Heading_20_2"/>
                  <text:index-source-style text:style-name="Heading_20_2"/>
               </text:index-source-styles>
               <text:index-source-styles text:outline-level="3">
                  <text:index-source-style text:style-name="Heading_20_3"/>
                  <text:index-source-style text:style-name="Heading_20_3"/>
               </text:index-source-styles>
               <text:index-source-styles text:outline-level="4">
                  <text:index-source-style text:style-name="Heading_20_4"/>
                  <text:index-source-style text:style-name="Heading_20_4"/>
               </text:index-source-styles>
               <text:index-source-styles text:outline-level="5">
                  <text:index-source-style text:style-name="Heading_20_5"/>
                  <text:index-source-style text:style-name="Heading_20_5"/>
               </text:index-source-styles>
               <text:index-source-styles text:outline-level="6">
                  <text:index-source-style text:style-name="Heading_20_6"/>
                  <text:index-source-style text:style-name="Heading_20_6"/>
               </text:index-source-styles>
               <text:index-source-styles text:outline-level="7">
                  <text:index-source-style text:style-name="Heading_20_7"/>
                  <text:index-source-style text:style-name="Heading_20_7"/>
               </text:index-source-styles>
               <text:index-source-styles text:outline-level="8">
                  <text:index-source-style text:style-name="Heading_20_8"/>
                  <text:index-source-style text:style-name="Heading_20_8"/>
               </text:index-source-styles>
               <text:index-source-styles text:outline-level="9">
                  <text:index-source-style text:style-name="Heading_20_9"/>
                  <text:index-source-style text:style-name="Heading_20_9"/>
               </text:index-source-styles>
            </text:table-of-content-source>
            <text:index-body>
               <text:p text:style-name="P34">
                  <text:s/>Sigma Knowledge Engineering Environment<text:line-break/>
                  <text:line-break/>Installation Instructions and User Guide<text:line-break/>for Sigma 2.1<text:line-break/>
                  <text:line-break/>10/30/2007 <text:tab/>1</text:p>
               <text:p text:style-name="P34">
                  <text:s/>Table of Contents<text:tab/>3</text:p>
               <text:p text:style-name="P34">1 Introduction <text:tab/>4</text:p>
               <text:p text:style-name="P34">2 Prerequisites<text:tab/>4</text:p>
               <text:p text:style-name="P35">2.1 Directory Pathnames<text:tab/>4</text:p>
               <text:p text:style-name="P36">2.1.1 Windows<text:tab/>5</text:p>
               <text:p text:style-name="P36">2.1.2 Linux and Mac OS X<text:tab/>5</text:p>
               <text:p text:style-name="P35">2.2 Memory Allocation<text:tab/>6</text:p>
               <text:p text:style-name="P36">2.2.1 Windows<text:tab/>6</text:p>
               <text:p text:style-name="P36">2.2.2 Linux and Mac OS X<text:tab/>6</text:p>
               <text:p text:style-name="P34">3 Release Package Contents<text:tab/>7</text:p>
               <text:p text:style-name="P34">4 Quick Start <text:tab/>9</text:p>
               <text:p text:style-name="P34">5 Installation<text:tab/>12</text:p>
               <text:p text:style-name="P34">6 Troubleshooting <text:tab/>14</text:p>
               <text:p text:style-name="P34">7 User Guide<text:tab/>15</text:p>
               <text:p text:style-name="P34">8 Reference Guide <text:tab/>25</text:p>
               <text:p text:style-name="P34">9 References <text:tab/>32</text:p>
               <text:p text:style-name="P34">10 Acknowledgments <text:tab/>32</text:p>
               <text:p text:style-name="P34">11 Appendix: Natural Language Format <text:tab/>32</text:p>
               <text:p text:style-name="P34">12 Appendix: Test Formats <text:tab/>33</text:p>
            </text:index-body>
         </text:table-of-content>
         <text:section text:style-name="Sect2" text:name="Section2">
            <text:p text:style-name="P3"/>
            <text:p text:style-name="P1"/>
            <text:p text:style-name="P1"/>
            <text:p text:style-name="P1"/>
            <text:p text:style-name="P1"/>
            <text:p text:style-name="P1"/>
            <text:p text:style-name="P1"/>
            <text:h text:style-name="P17" text:outline-level="1">Introduction </text:h>
            <text:p text:style-name="P12">Sigma (Pease, 2003) is an environment for creating, testing, modifying, and performing inference with ontologies. <text:s/>This document explains how to install and use Sigma. <text:s/>Those new to Sigma are advised to read the entire document, but experienced users who simply want to install a newer version of Sigma might be able to get by with reading just the Quick Start section. <text:s/>Please bear in mind, however, that Sigma is a work in progress with a few rough edges, and that one purpose of this document is to help you achieve productive use of Sigma. <text:s/>Taking time to read this document now might save you time in the future.</text:p>
            <text:h text:style-name="P18" text:outline-level="1">Prerequisites</text:h>
            <text:p text:style-name="P12">Sigma’s core implementation comprises compiled Java classes, Java Server Pages, and various data files, including files of SUO-KIF statements that are loaded to build Sigma’s knowledge base (KB), and files that contain mappings between concepts in the KB and WordNet synsets. <text:s/>To run Sigma, you will need the following hardware and software components:</text:p>
            <text:list xml:id="list1420281340" text:style-name="WW8Num4">
               <text:list-item>
                  <text:p text:style-name="P22">A host computer with at least 512 MB of main memory, running a Linux, Windows (NT, 2000, XP, 2003), or Mac OS X operating system, and on which are installed</text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P22">A web browser, such as Internet Explorer or Firefox;</text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P21">
                     <text:span text:style-name="T7">Version 5.0 or more recent of a Java Runtime Environment (JRE), which can be obtained from the relevant download area at </text:span>
                     <text:a xlink:type="simple" xlink:href="http://java.sun.com/">
                        <text:span text:style-name="Internet_20_link">
                           <text:span text:style-name="T4">http://java.sun.com</text:span>
                        </text:span>
                     </text:a>
                     <text:span text:style-name="T7"> ; and</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P21">
                     <text:span text:style-name="T7">Version 5.5 or more recent of the Tomcat web application server, which can be obtained from the relevant download area at </text:span>
                     <text:a xlink:type="simple" xlink:href="http://tomcat.apache.org/">
                        <text:span text:style-name="Internet_20_link">
                           <text:span text:style-name="T4">http://tomcat.apache.org</text:span>
                        </text:span>
                     </text:a>
                     <text:span text:style-name="T7"> . <text:line-break/>
                     </text:span>
                  </text:p>
               </text:list-item>
            </text:list>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <draw:g text:anchor-type="char" draw:z-index="33" draw:style-name="gr1">
                  <draw:frame draw:style-name="gr2" draw:text-style-name="P37" svg:width="3.0004in"
                              svg:height="3.3051in"
                              svg:x="3.4882in"
                              svg:y="5.289in">
                     <draw:image xlink:href="">
                        <office:binary-data>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</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="3.0004in"
                              svg:height="0.3752in"
                              svg:x="3.4882in"
                              svg:y="8.5937in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 1: The Windows Environment Variables dialog</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:span text:style-name="T7">T</text:span>
               <text:span text:style-name="T7">he resources listed above constitute the basic computing infrastructure on which Sigma depends, and are not included in the Sigma release package. <text:s/>If you need help installing a JRE or Tomcat, please consult the pertinent documentation, or, if relevant, ask your system administrator or IT support staff for assistance.</text:span>
            </text:p>
            <text:p text:style-name="P24">After the required infrastructure is in place, you should perform a few configuration steps before proceeding to install and run Sigma. <text:s/>These steps involve setting a few environment variables so that Sigma can more easily find certain directory pathnames, and configuring Tomcat to allocate enough memory for Sigma to manage large KBs.</text:p>
            <text:h text:style-name="P19" text:outline-level="2">Directory Pathnames</text:h>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">The Sigma installation scripts and the Sigma program itself will try to use the values of the environment variables </text:span>
               <text:span text:style-name="T15">SIGMA_HOME</text:span>
               <text:span text:style-name="T7"> and </text:span>
               <text:span text:style-name="T15">CATALINA_HOME</text:span>
               <text:span text:style-name="T7">, if the values are valid directory pathnames. <text:s/>
               </text:span>
               <text:span text:style-name="T15">SIGMA_HOME</text:span>
               <text:span text:style-name="T7"> should be set to the absolute pathname of the directory in which you want Sigma’s own working directory, named </text:span>
               <text:soft-page-break/>
               <text:span text:style-name="T15">KBs</text:span>
               <text:span text:style-name="T7">, to be created. <text:s/>
               </text:span>
               <text:span text:style-name="T15">CATALINA_HOME</text:span>
               <text:span text:style-name="T7"> should be set to the absolute pathname of the Tomcat root directory, the directory in which the subdirectories </text:span>
               <text:span text:style-name="T15">bin</text:span>
               <text:span text:style-name="T7"> and </text:span>
               <text:span text:style-name="T15">webapps</text:span>
               <text:span text:style-name="T7"> are located.</text:span>
            </text:p>
            <text:h text:style-name="P20" text:outline-level="3">Windows</text:h>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">To create and set the environment variables </text:span>
               <text:span text:style-name="T15">SIGMA_HOME</text:span>
               <text:span text:style-name="T7"> and </text:span>
               <text:span text:style-name="T15">CATALINA_HOME</text:span>
               <text:span text:style-name="T7"> in Windows, navigate to the user dialog named “Environment Variables”, which is part of the larger user dialog named “System Properties”. <text:s/>One way to reach this dialog is to follow the menu sequence </text:span>
               <text:span text:style-name="T15">Start -&gt; Control Panel -&gt; System -&gt; Advanced -&gt; Environment Variables</text:span>
               <text:span text:style-name="T7">. <text:s/>Click on the button labeled “New” to add a new variable and its value (Figure 1).</text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <draw:g text:anchor-type="char" draw:z-index="32" draw:style-name="gr1">
                  <draw:frame draw:style-name="gr2" draw:text-style-name="P37" svg:width="3.2504in"
                              svg:height="3.0933in"
                              svg:x="0.0161in"
                              svg:y="1.9717in">
                     <draw:image xlink:href="">
                        <office:binary-data>iVBORw0KGgoAAAANSUhEUgAAAaAAAAGMCAIAAAATOuFDAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAgY0hSTQAAeiYAAICEAAD6AAAAgOgAAHUwAADqYAAAOpgAABdwnLpRPAAAKBlJREFUeF7tnVfULTd5QP+8kpAESEJ6CKH33sulF1NM770bcMOAAZeLMd2ADTYugDE2pvfeew8EkpCEQEiHEEh7yfONzi8vRVYbaZqkb/ZZWnede36NRtqStr5p5/zS97/3jT1eEIAABMQReMbRx+8pwR3iBQEIQEAWgYMHDx44cOASwSnNkSAAAQiIIeAK7jJXOWJ0+uWrPl2lX7maSs+47NVVeuZlr/HMX92lI3/tmvvpWkf9ukrXPupy1z76ctc5+vK7dMzlr3vMFa577BWud+xvqHT9Z6n0mzdQ6bjfUumGx13xhs++4o1Ues5v33iXfucmz1Xpd2+q0vEq/d7NVHre7998P93i+X+g0i1f8If76Y9udcIu3fqEK936xCvd5sQ/Vum2J6l05duefOXbnfwnKt3+4FVUOqDSC696h1262h1OudodT7m6Snd6kUrXuPOpKl3zLiq9WKVr3VWll1z7brt0nbu/dJfu8bLr7qfr3fPlu3TYy69/2Cuuf69X3ECle7/yhrt02g3vc9qNVLrvq26s0uGvusnhr77J/Xbppvd/jUo3U+kBp6t08weeodItHqTSa2/5YJ1ed6uH7NKtH3rmLj3srNuo9PCzbvvw16t0u0eodPbtHnn27VV61DkHVHr0OXd49Lm79Jjz7qjSY8+702PfcKfH7dKdH/9Gle6i0hPedFeVnni+Snd7kkpvvvuTdbrgHk/ZpXs+9S0qHfY0lS487IgL73XERfd6+kX33qW33ucZ++mZF99XpSMvPvzItx1+lEpvv59KR7/9/ke/4/7HvOMBKh37TpUe+CyV3vUglY5T6d0PfrZK73nIc3bpoc99r04PO/59Kj38eSq9/xHPV+kDj3jBBx65Sx981An76cQPPVqlkz70mJM+/JiTP/zYXfrIYw9+5HEHP/q4F3708Sqd8jGVnvAilT7+RJVO/fiTTv3Ek16s0ief/JJdespLP6XSU1+m0qdVetrLVfrMEa/YT6/87NNVOu1zz9hPz3zV53fp1Z8/8tVfOPI1XzhKpdO/qNLRp3/p6DO+dIxKr/3ysSq9TqWvPOvMXTruzK8ed9ZXn63S67+m0nPO/rpKzz1HpW+odPy5Kn3zeeft0vPf8K1deuOfvmA/nfCmb+/S+d8+8fzvnPjm75yk0gV/dvIufffkt3z3oEoXfu+FKl30vVMu+vNT3rpLL7r4L1Q6VaW3/aVKL37791V6yTtU+quXvlOnv37Zu3bp5e/+m116zw9eodJ7f/DK9/6tSqe9T6Ufnvb+H75KpQ/86NUqffBHr/ng3+3Sh358ukof/vEZH/77Mz6yS6/96D+o9DqVPvaPZ6r08X9S6axPqPTPr/+kTv9y9qd26ZxP/6tK535GpZ+c+9mfnPfZn573uZ++YZf+7Y2f309f+NmbVPriz87/4r+f/yWVfv5mlb788wu+/IsLvvKLt6j01f9Q6cKvqfSfF6n0dZX+663fUOm/L/7mLr3tW/8zJSlNhwV36NCeSgf3DhbJDsEhOASH4HoS3KG9vXzHITgEh+AQ3BKCKzoxqE666bgvGsEpqanwTad8xyE4BIfgENxCgss8LaiPSYcFpxyn1KZe+0erWXHcEoLT5uYcHOfgOAe35XNwSgKLCE7ZbW8XxO0cN6g5LTgTTM5ykWGE4PxodumLDHqP/kUGpyYrXGTQezQXGfR/ucjARYbeLzLYgtM36tm+sz8piOBMEJfpuEYEp6+i6rm9zlXUtOD0VVSdZ+mrqI7guIrKVVQZV1GdCM42muO7YsHtB3HqNRzHmfBN3SaiZ5q+TcQJZMxtIvbn5jYR+0N1m4izrblNxP48eJuILzh7E32biFO4uk3EfGJuE7Hz6NtE7E/0bSL2J/ZtIvpzR3D6Q3WPiPpX3yZib65vE3EqZm4TsT/Xt4noT9RtIupfdY+InUHdJqL/qyM4+0/mNhH7Q24T4TaRZm8TUQPVOUS1H7iw/1QmOB3E6QNV7bhLLj3sX4BwLrCmBafvg9MzyrkPTn+o7oPTb+z74PQn+hycfq8cp9/o++D0e/8+OP25ieD0f/V9cPq9EZy+D05/qO+D0+/VTXD6Tew+OP1XI7jYIWpQcHpbJTj9Rt8Hp98bwen74PSH6hycfqPvg9PvjeD0f43g/ENUnUHfB6ffq/vg9Bvug+M+uPbvg1MD1T8H5x+rmsumWRcZtL/02Tejtt1lh/2QTglOv4zmSgWnJ5h5lQrO3nZNwTnVHhScya/Pwen/mht99X/zBWfv3Y7g9I2++q8xwdnbGsHpD7nRlxt9W77R1xfcbBGccZwymr4B2CTtOCM4Z+br/5pDVCeC03/VTzLo96WCSz/JoMucPYLTxeonGfT7QcE5TzLorUYLznmSQZdmnmTQ/01HcPaTDDq/fnGIyiFqL4eos52DM/LSR6a7xxv2pabfm9clsd7+PDGPaulpg+BaFpx+VAvB8ahW449qqSFqDlHnvIpqC04Hbvt220nukse5rCBOz5OY4EykELzIoP6qn0W1YwpzkcE5B6eeRbWzqfeDh6jqWVR7E/siQ+IcnDkNp7f1LzKoD/WzqKbw2EUG8yyqzmk/i2pXLP8ig9rKP0S1rzMkLjKobTlE5VnUjp5FtQWXviGu+CKDdlxOBBe70VdPYB62z78PThPjYXsetudhe325YHHBacelz8EhuLke1UJwfJsI3yZif5uImhEqNMt85T6q5dwFYq6cJq6i8nVJfF0SX5fE1yXN/nVJyllFr4LbRHzNOdcW7NtEEByCQ3AIbnbBjftWuNS3ieR/SxKC4wsv+cJLvvCyjy+8zHxkn2wQgAAE2ifAbzLwMxQQgIBYAghObNe2v7pSQwgsTQDBITgIQEAsAQQntmuXXhspHwLtE0BwCA4CEBBLAMGJ7dr2V1dqCIGlCSA4BAcBCIglgODEdu3Sa2OifOe7Xqr/tyIKdl2XAIJDcDMTyP/ih9WGvnqMcbV9saOmCJQJrvpSrCtgE6xbpXZqYjhUr1JT41tXRo/yukMlf+8NAuy3SgWCa2dlNgty9Sq1UxMzBOtWqXqPBKeiHuW9zNKOqto+0lzBNTVwzYJcnW87NTEo6lapqXHiMKk+WjIr0JeOMxtVKxuCm3QGqq5NEtFKLdHU2m96/vSljL5qW8tcmftFcAhuEgFnnCUE5/zOm/pv5hjNzxkrsC9l9FXbzE6sla0Dwfnju524qZ2aNH6I6ndivrbyc04R3JS9TNnWrzOCm9GGUwUX+/nVGauYL7jp48w0J7P+McFNr4mqwLhCEs4tbV0mBDtbLIILCs7/dUuTTb8x/5qcdjnOXxO4gsoYEVHGdjGup6boeETXbHOTSYKbt19jHbCa4PzJMzgmFhXc4N7HnYNbtNdyDlF1tdOycNxnWhoUXPCvNhxfcOMiSgQ3bkxW3Gq84BKdHVyZnaHpj2B79Y6Nb00qXyt+zOKs24m5kRMgzFuTYEwRrHCsFQk4fksdOEG/+wDTgzXnIoMBaxeViKdiC49fTmxMZgpuEIifIfaJI3F7bGu5J8ByiDqjEGcWXM4CG8wTHJrBmZAvuJzK5AgukSdTcDk1ieXJ2daPVtKRlDOAckwRc4dT1DjB5bcxP2c6grMt40eUMSClqnW8ZuLWWDn2+j3jJN9yUTMIzl6L7KUpMUoSy7W/vvlTa0atbFlwfhwR7LJErOHPnI4E53R9jjrHCc6mmrOWEMHNaOQZBGcvgL6M0uMmtnimy0RwI4LKwfnsxxfpQCM4ChMXGXxR6k9MXzsrpX8AG8s5qOC0MvLjNQQ3o3rWKWq84Mx8iMloiXFjx/D+XHL0mrMmO7PIF0fO0cQsNYnVtrQVg3eupIOI9BweHJQ5EdxgIUUZ/DXV37yW4IJzJPahqTYRXNEASGeeJDj/cNL+JBGdOUuuL6bEYq6KTURwfsl2mBCssB8p5E/yeWtiKu8f1DgwnZx2EwarZEs8GFUFgeR4RG3Yi+B8gMFOD2aLRZ3+4EdwM6pqXFFTBTdurxO3GgxScsrPnLE568PEWe3XJL9ufs5Z4OQADOaZiGL0fnO6aaHCZy+WCG5GpJsT3OD5miK4U2wSjJ6ceDNWmUQrplSpqO0IbjquYAkIbkawmxPcjOwSB8vz7qWoNATn4+pLGX3Vtmhwrp8ZwU161LyuTRLrf61DxVr75RB1fXd0scdhweV/Eyk5IdCy4OgdwQRi3xKaJbguVE0lIQCBbRJIHNQjuEmHqNscT7QaAk0RQHBYDAIQEEsAwYnt2qYWUioDgSoEEByCgwAExBJAcGK7tsqCyU4h0BQBBIfgIAABsQQQnNiubWohpTIQqEIAwSE4CEBALAEEJ7ZrqyyY7BQCTRFAcAgOAhAQSwDBie3aphZSKgOBKgQQHIKDAATEEkBwYru2yoLJTiHQFAEEh+AgAAGxBBCc2K5taiGlMhCoQqAhweX/nEoVUuwUAhDojkBNwQV/Cq87glQYAhBolkA1wU35QbxmaVIxCECgKQJ1BBc8GvV/NNeQSv9mM8e2TQ0pKgOBdgi0KDjba+q9/+P2Dj4E1854oiYQaIpAi4Lzz83ZCsv8/eOmKFMZCECgCoHmBOe4zDlKjf23Cjt2CgEINE6gjuD8A0/zSUxwiWNVDlEbH2RUDwK1CFQTnBaWffXAv8igP0lfYQi6shZN9gsBCDRFoKbgmgJBZSAAAXkE6gjOjt2cAE0eYloEAQjUIlBHcLVay34hAIFNEUBwPGwPAQiIJYDgxHbtphZqGguBIAEEh+AgAAGxBBCc2K5lSYcABBAcgoMABMQSQHBiu5bVGwIQqCM4tVdeEIAABPIJHDp0aISvqwnuAC8IQAACeQSU2voTnKoxLwhAAAKDBBDcICIyQAACvRJAcL32HPWGAAQGCSC4QUQDGdQz/1OLKNl+5d2VVI28EGiOAIKb2iWzGyddoP7rLDvNLyQ/p0/T/gKYfNaJPU6pTH4FyCmDAIKb2o+zz7ccwU2t9P72+TXPzxkUnPkwvxwEN0sXU4gEwZkYQXenE+OkIwh/W+cTXaB+2RPVfBIs39/EHmqxnZr627tLtG7irgerYcO02+sIa5CwL7hByIm62X+K9bVDMl+sGEEYge4F53jH+MiWnf8+Fmj4pTli8gOfYAUSMctgbBLLYE9mZ2IHwzG/HOeTwR2ZDDEsmdUIOjq4Gvnr0yDwYCtyKiZsJtOcIAGZggv6JTYT/IjAEaIToSQ0YeZVIqgJeidWBzt+zBRcetcJgyeaOVFwfsRX+km6An5kjeDwnSawacHlBF/pPE584c+rWKiYUHCOTWITOOEvxwLBmqejqlhQnN7pLJDtwDxHdggOwW1XcIkjr9LZOCg4f185AeCg/ooEF4wZlxbcvJCXMC8K2AKB7iM4+yDODzH8Qzx/YjuHh/Z/TYHOh7EjSntW6zwxVdl/dY4N7WhllkPUdK38vwbj0ESF/frbkGN/9fkEP/H7NxbNBVn5vbmFWU0bDQEJgsvsTj+QGTx+zCx549lywFZB1GzFqtDY5k7lC65oDWdKjJgGzUJrtmIjILPJOALyBTeOC1tBAAICCCA4AZ1IEyAAgTCB/gQ34ss52QQCENgsAWW+EW2v842+rFMQgAAESgl0I7gRFWUTCEAAAqUE6kRwpbUkPwQgAIERBBAcPxsIAQiIJYDgxHbtiOWOTSAgjACCQ3AQgIBYAghObNcKW4ppDgRGEEBwCA4CEBBLAMGJ7doRyx2bQEAYAQSH4CAAAbEEEJzYrhW2FNMcCIwggOAQHAQgIJYAghPbtSOWOzaBgDACdQRnvr1SGE2aAwEINEWgjuAUAuW4pkBQGQhAQB6B+oKzozn93lD2Az37p090tmAeef1EiyAAgREEmhCcUZXzxjadE/RpDzo2jG0+ggubQAACAgg0LTgnXvN1ZmfgmFfAcKQJEJiXQLuCC+osEdPNy4XSIAABAQTkCM4IkVBOwLikCRCYhUAdwTkXFmLn4BKXFGyd+ZcmZkFDIRCAQO8E6ghuOjXCtOkMKQEC4gl0JjjuEBY/ImkgBGYk0JngZmw5RUEAAuIJIDieRYUABMQSQHBiu1b84kwDITBIAMEhOAhAQCwBBCe2awcXNzJAQDwBBIfgIACBRQgcmvV14MCBETquIzi1V14QgIAYAkplvn2CH46QlNok4al0gdUEp3zMCwIQEEBAKQbBXSoGHu3jcfpnKwhAYFECCA7BLXKaY9FRS+EQyCSA4BAcgoOAWAIIDsGJHdyZizzZBBNAcAgOwUFALAEEh+DEDm7BgQlNyySA4BAcgoOAWAIIDsGJHdyZizzZBBNAcAgOwUFALAEEh+DEDm7BgQlNyySA4BAcgoOAWAJFglMPMhlvxt47Yh397FPNZ1EzFweyQQACjRMoFZzJrwQUfI/gxC6GjQ9lqgcBn0CR4NTmdv7Ye3svRHD4DgIQqEagVHCliwSCq9a1pV1FfgjII4DguMiAgiEglgCCcwUnbxGjRRDYLAEEdynBzfpd7RQGAQjUJ5B55WHcGtDZObhxjWQrCECgIwJKujP+6ERPPzrTUSdRVQhAYByB2X9uYkQ16tzoO6KibAIBCECglACCE3thq3QokB8C8gggOAQHAQiIJYDgxHatvNWYFkGglACCQ3AQgIBYAghObNeWrnXkh4A8AggOwUEAAmIJIDixXStvNaZFECglgOAQHAQgIJYAghPbtaVrHfkhII9Af4Lb29tbuRvW3+PKDWR3EJBKoI7gbGXE3seIO7oZYR+1iXnl7GXELqQOF9oFgb4IdC+4EbhzlJqTZ8Su2QQCEFiTQKOCcyIsrRv7X+e/waAsFqkF5eXvUX+id+RHfIR1aw5T9gWBcQTqCM7Xk/nEfmNnM0JJaE4jcDI4BQbLt9mlN3eqMQ46W0EAAusQ6EZwBocJrNI6Sxxj5oR7sc0J3NYZl+wFArMQ6FJwfrjn+ygtOIdd/uYIbpZhRyEQWIdANcElDhUzdRM8MVd6iGqHgTlHuByirjMu2QsEZiHQouC0pOxD0cQBY+KUWfBQ1D8lZ7zm7zRd+CwdQCEQgMByBGoKbrlWJY5AV9spO4IABKoTkCw4/96O6ripAAQgsCYByYJbkyP7ggAEGiSA4HjYHgIQEEsAwYnt2gaXU6oEgZUJIDgEBwEIiCWA4MR27cpLJbuDgEPg0KyvAwcOjCCM4BAcBCCwCAHltxFKCm6S8FR6F3UEp/bKCwIQEEMg6LJNC04FnLwgAAEBBFQMheAuFQPruHHWI3QKgwAE6hBAcO4Rvi+4//3RWZe5yhEkCEBgIoH1JYfgEBzuhsBKBBCcfdmh2kUG5xB1MIJT3TZxZVth88xKZmYrqvBCZS5RbFG7xmWet9rzljauRflbIbh2BWf3jdOj9iBLZMsfB1NyOmNIFaWrlzkT/Gy6wIlVKtp8kKEDvKjwosw+zKLNg5ljMMc1Kjb2JnaZX/NggWk+waG4suM4RM06RE0Pl9jQnH2Q5cyunPmTKKe64HKgjXNBDr3E0jVi89GCy99XsL/yN8/PGRPciLG0puMQ3LDg1FcbDY5U0/3+3HMCKNO7pkwnYEnntzcPxlaxEW/X0NnQqVJQH/7mwdjBb5QOHhOtznGKX0PTBAeILs3vjmAbE0yccuxKDuJKtze201hD7M6KlexUL11bB12wy+xeMyj88eYPtkRNnJFgt2W59whuDcH5881MQt8mQW35+YNl+mPI2TC4u4Rigqawp0RwW2fcp3fqT5IcgwTrkK6t7SzHGrEWORPPVme6B50CfQK+CHIoBcsZpO00PLgGJFSl/xTMEBRubOVGcM6DDa1cZIhFcMHFyu/y2OD2x01wJDkFDs7hoC/s2egXmDNDEo52Bq4/GWISd0TmuLLIIP4cdmDGMAaXhEGDB5VRWuF0lTJlmkN7nOAS1fN7KmZAX/TOmrH0f4ngxkdwMcEFgxpn2SydDH7+oHGC48ye6rGFOhjR+IMvc9YNGjMRL4wLbdKCywmOMidtTlFr5llIcOkmZLIKduXSRnPKLxXciN/k7O9ZVP82keCEDIZmsQCqQcHFNJRWZ+nszXRiYs7k7DEYcyWizmDfpWUxpQdzmjAuT13BpadAsEUIzhyotnKIqu+DcyL22MBKC84ux56TpvBgscG/jovg/ArYhfsHFOlFONYEZy+xaWCHjYmignV2KpZwmRFTDmTHs7GFzam5MzbS7bWr6sA3xfp5YnpNf55A5xMLVsZuabq/YmuMX8KajiuN4EZ8xYiECC4YX+RMhpwNgyOjaMPZMwcntj+XZt8vBY4jkOivcQUutNWaatP7QnDD5+AGn2SYOPODMdRCIyyzWASXCaqRbAgupk4ENyy49Zcd9ggBCMxCAMEhuFkGEoVAoEUCCC4guBEnGtkEAhBok4A+E+f/JsNcte3sIkOLyxB1ggAEJhAICm7G72TnR2cW+eGMuZYgyoHA1gjM/m3sIwDWuQ9uREXZBAIQgEApAQRH3AcBCIglgODEdm3pWkd+CMgjgOAQHAQgIJYAghPbtfJWY1oEgVICCA7BQQACYgkgOLFdW7rWkR8C8ggguPqCm/FmSIqCgFQCwYclBo2M4JoQ3Oy3RFIgBCQRUCJDcPVVNbieBDPoRWbCQzJsCgHhBDYhOPur3HNUUpo/p8wl8iA44bOT5k0m0JnglHqcH56IySj2+xQ5okFwk8cVBUCgCQIILnB8iuCaGJtUAgKTCfQnOFVjLSD7X/1fO76z/2ve+9Ff8BPzYeOm4xB18vinAOEEhAjOPyBN/4RiZn4EJ3z40zzpBLoUnAnf7DjOCdNmEVzOCbuKeYjgpE9P2jeVgBzBOaJBcFOHBttDoH8CvQrO6Mw5E+efm7PDvcRfg0LkELX/EU4LNk1AiOD8iwzmk6DgEvmdKxUVj0AHd80h6qbnLo3PINCZ4Abn/KYyILiMEU6WTRPoTHD2lYTgzR8IbtPDmcZD4NIEOhPcpvw12FgiOKYzBNIEEFyvT9qrnkNwTG8IILiOFZYO4hAc0xsCCA7BMQsgsFECHKJ2rD8VwQ2epyMDBDZOQKl9BAG+0be+GTe6KNNsCBQSQHD1bTWiD9gEAhBYiAARHE6EAATEEkBwYrt2oSWRYiHQEQEEh+AgAAGxBBCc2K7taJmlqhBYiACCQ3AQgIBYAghObNcutCRSLAQ6IoDg6gtO9QEvCEAgTYAbfeuratzKphcZXhCAQIwAj2r1aje+TaTwbnaySyBQFAoo6yE4BCdh3NOGjRDQwsp5mZNoHKL26ji+LilnoJNHEoH8iKxjwdm/C1MUsk7P3NTvbCE4SVOXtuQQQHDLhmN9CU7VNmfQqDz5OTMLJBsEliAgX3BGMc4b+7/m92gUDv8HT52/Ohmcnw20M+vSghl0bLiy/gYjuHxt5edcYtRSJgQyCWxUcL71jG6CgnN8lP/r0cHfhzZHvi0IzihYx2X6pUeP/18Tuzl/yhxtZIPAygSCggt+82uv5+BiEZwfQw1qy48BzTwf3NZEc9PP640uwY/gnEAsFpfpzx33rTxS2R0ERhDwBWfu8nXmUZeCswVkDhVjUdWgpHzBOYwS0Z8dta0cuJldBwVnS833nRPfmREWU+GIIcgmEFiOgCM45xkGe/72Kji7DTGF2dFcQlIJwQ3K0a9GO+fgTGgWk52J4BDcclORkpcgYAsu+ISWs/znn7OLBYD+AZZW516iaNXyccdlTqzka8i+DmD7y0QutoaCR7smMHSE5ZRm76ipc3DmdJs5v2Z/kvPXJcYlZUJgFgKOVYJl6vnYZQRXpMVaR45FlZySOXaI6gRu5r/2Ab6jP+eU3CxjkUIgMDuB/IisS8H55+B8i9nB2hR9tL/t4G0isw8vCoRAXQLCBde+dNasIYKrO9nY+/oEENyyTzKs6a/BfSG49ScYe6xLQJ9cy3zxbSJ92xDB1Z1s7H19AqXffJcf8TVxFXUwqNlUBgS3/gRjj3UJGGHpOzHy/y01g7lGseptIqW1lJ0fwdWdbOy9CoFSr2kJliYEV4ysFPFgfgRXZYKx04oEiuxmx3eDs4lD1PpGC/ZBxdHGriGwPoEix3EOrjlt5S81RHDrzy72WJdAkd2I4Dq2m75eri4q1R1w7B0CKxMochwRXMeOQ3ArTy12V51Akd2I4Dq2GxFc9clGBaoQKHIcEVzHjiOCqzLB2GlFAkV2I4Lr2G5EcBWnGbuuSKDIcURwHTuOCK7iNGPXVQgU2Y0IrmO7EcFVmWDstDqBIscRwXXsOCK46pONCqxMoMhuRHAd240IbuWpxe5aIJB/G7zKydclIbgWBi11gEAuAR3B5by6/MryIn+Lz8whas5AJ48kAvnn1BBc3+Ebh6iS5i1tySSA4LrXVn7gSQSXOSvIJoYAgkNwYgYzDYGASwDBIThmBQTEErAFJ/CX7fMP37aQk0NUsfOYhkUIOBGc4zi9kZ77XGToPtZDcHhgawT8Q1TjONtuCK57u3EVdWtzm/bq6MzEaOYoTTnOsRuCQ3DMFwj0RyB2kSFoPZ5k6FtzHKL2N0Gp8TQCXEXt21lF10YQ3LTJwtb9EUBwCK6/UUuNIZBJAMEhuMyhQjYI9EdAXz3IfHEOrm8bcoja3wSlxtMIKGcVvfIjPufskLmNzj9rpP+0lyjav+RRdO6JzOZWRlBAAAJpAuNsg+DqR3/T1kK2hsBWCIxYAxBcfcGN6DY2gQAEcgggOAQHAQiIJYDgxHZtzvpGHgjIJoDgEBwEICCWAIIT27WyV2ZaB4EcAggOwUEAAmIJIDixXZuzvpEHArIJIDgEBwEIiCWA4Op3beYTeWRrk8C4O+xlx03ttA7BNSG4oufyyNwOgdHPSLajANk1QXCtCE72OBPcOiK4ljsXwSG4+gRaniGDdUNwg4gqZkBw9ad3og8qjgx2nUkAwWWCqpKtjuD2Lv1SLVcfzN7+JcqcvZKqQAS3BNXVykRwq6EesaM6gtMVXVpAS5c/AndwEwQ3F8kq5SC4Ktgzd9qK4LSMTGBn3ptm2H8yftQf+rr0S1vBp5nE/WwIbjS6FjZMC84Zt4PDuIUWSapDc4JzbGVUZZvOsVVOHgQnadQ21ZaE4JxjCPu//qBtqlFiKtON4OyzduME12yfEcE12zU5FUsLzpFaYhjn7Is8pQS6EZzTsPRi2NfyiOBKR21T+QfPwZkTKf5J4V5OEzcFvKgy/Qku54A0KLhmBxOCKxqyrWUeFJw54Mg5RG12lLaGPbM+fQhODxH7kkL6E/vKQ/AqRCaddbIhuHU4L7SXwUPU4FGqfU45dq1soQpvqtiagtsU6ERjEVzXIyEnguu6gV1Xvo7g7FOtTlzWNc1xlUdw47g1shWCa6QjgtWoI7iWiaxfNwS3PvMZ94jgZoQ5e1EIjmdR6xOYfVivWSCCW5N26b4QXP3pTQRXOmqbyo/gmuoOpzIIrgnBtTxEqFuaAIJreYQguPqCUzOEV9cEWp7hG68bgqsvuI0PQZoPgeUIIDgEBwEIiCWA4MR27XKrIiVDoBcCCA7BQQACYgkgOLFd28saSz0hsBwBBIfgIAABsQQQnNiuXW5VpGQI9EIAwSE4CEBALAEEJ7Zre1ljqScEliOA4OoLTvUBLwhAIE1g3CNxCK4JwR3gBQEIxAmoEA/B1VfVuEhbLzJdP4xJ5SFQRKBopqjZgeB6tZvqOQRXNDfILICAFlbOyxxjyo/gpP7gEILLGejkkUQgPyLrUnDB38cajFoRnKQhTlu2TADBBQ45EdyWpwRtl0RAvuBUC+2fZ3Z+yTT4U5LpPIMBYLMZnENU1UxJQ5m2QMAnsFHBpX/6O/ab9saVzSosXTHOwaGArRGwBef/iKjtgV7Pwek57/zsfKbgbCKdSs2uti043TQ13O04znxi/5VAb2tSkNReJ4JzHOfPjvyIzxFCnRt9Ha85h6u2+9LKE2A3/zaRhOD0EDdqw3GS5vym2uILyzguZqiebhPxLxfEDj9zYjphh6iOv3ydIbhNuUBkY4MRma8Fs/z3GsEZW6cvIDh292UfRNNLfBe7yOCEcgnTiZwDNEowgXxhdXkOrhf1rFPPxFVU/0wch6iCp/12miZccM45xdjh9zp+qb4XBLediU1LNQHhgqvulKYqwH1wTPutEUBwHT88X2pP5zaRrY112rtBAghuo4Lb4FinyRskoC+PZr74uqS+bciTDBuc4RtvcumXe+ZHfE3c6Ft6ECc7vxKc7AbSOghMJ9DTjb7TWyuphI0v5jQfApkERsz6Oo9qjagom0AAAhAoJYDg+j5/V9rf5IfApgggOAQHAQiIJYDgxHbtphZqGguBIAEEh+AgAAGxBBCc2K5lSYcABBAcgoMABMQSQHBiu5bVGwIQQHAIDgIQEEsAwYntWlZvCEAAwSE4CEBALAEEJ7ZrWb0hAIGpgsv8RieyQQACEKhCQH+dnJ+0+/bUH2JfVFL6pU7khwAEILA+gZGCIwCGAAQg0CmB4Qiu04ZRbQhAAAIIjusPEICAWAIITmzXsnpDAAIIDsFBAAJiCSA4sV3L6g0BCCA4BPeNPekvf55n/gBKp9mCN4V12pbMao+/D45FQDwB5bfMYdRdtt1Nnnu72zydNO7n6boYCbHb+jfYZNVfRHBEcLsITuTov2RwI7h9v4vsYr3kTHpUq4tVi0pOIYDgptBrbVsiOLtHiOCI4IjgRI0BBIfgRA3o6REEEdx0hu2UgOAQHIK7FAEE146egpdEiqrXrOBUxYoakp+Zc3AYLUVgacGZu1DMkLWn8fQpHZsJS19ksO+uyZ+N6ZzTaawjOP2dSEWtVvkXutCB4BBcNcEFXWY+nD6fE3NsUcEtVPPpxa4puCJhITg0VIfAchGcP131J/a/RVFAUeblBBfTkBOrBkO8WB7dtC4Ep2M3ZTcTxOmAzg7rgp/Ym+jbO4o6NB2qB//KVdQ6TpmlX+cqpIrgps/kweavLzjnGNyPXp1WD2YYbKOfYYUIzsRizht9H7jWlv6T/4kdx80V03GIisXqHKImIjiRgnNCtkF/2fnnimorCk7bVmvLF5ltQxO+FR3kEsEhsjEEqkRwsxyOpQOclSO4tM6C/ootACMCN7PJ0oKzjz3NMWlCZ77yfANOaa8un2dRx8z8idx72Xw5wTkW868tLBrHLSe4oJ0nCq6XCM4+9jSRWpHg5g3fEBxqGyCwqOC0C/TLOUWl/7uc4xYVnN0uW9x2Y4NNdmj4/524Lq4QwdnHlSYcM5Gdqr8Wn/+J2XCus2/moJgIDs1FCSwtuIkzdvTmSwtudMUW3XBpwWl/2U0wcZy5quBcZDD59Rt9FWKWs28IDq8NE0Bwixpn5cKXFpx/Dk5/4ggrEaPNG75xiDo8w1cegq3tDsG11iNT6rO04HTwFXw51U7EaDOGbwgOwVU+Bzdluk7ZlkNU50ByCsyWt+UqKo6rcx9c3VmB4BDcJWNg3nN+dYc1ey8loA9RY+dWuv6cryw3g2Heo8LSMbZofiI4IriBCE6JQOoreBuKVKHr1Sj2ozNdr1XpynObCI5L3SbiPDMk7L9++CDV5qZdNNm+g2R3B6bgCHbR8JjCIQCBZglwDo7IDgIQEEsAwYnt2mYXVSoGgdUIIDgEBwEIiCWA4MR27WqLJDuCQLMEEByCgwAExBJAcGK7ttlFlYpBYDUCCA7BQQACYgn8v+AE3+VM0yAAgc0S2D2uJ/7GbhoIAQhslsD/Ad8hnnCnlhbOAAAAAElFTkSuQmCC</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="3.2504in"
                              svg:height="0.3752in"
                              svg:x="0.0161in"
                              svg:y="5.0646in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 2: Tomcat's "Working Path" parameter</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:span text:style-name="T7">I</text:span>
               <text:span text:style-name="T7">n most circumstances, the value of </text:span>
               <text:span text:style-name="T15">CATALINA_HOME</text:span>
               <text:span text:style-name="T7"> should correspond to the value of Tomcat’s “Working Path” parameter, which can be set by using the Configure Tomcat utility application accessible through the Windows menu sequence </text:span>
               <text:span text:style-name="T15">Start -&gt; All Programs -&gt; Apache Tomcat m.n -&gt; Configure Tomcat -&gt; Startup</text:span>
               <text:span text:style-name="T7">. <text:s/>If for some reason you are unable or choose not to set the variable </text:span>
               <text:span text:style-name="T15">CATALINA_HOME</text:span>
               <text:span text:style-name="T7">, then you should use Configure Tomcat to set the value labeled “Working Path” to be the pathname of Tomcat’s root directory, if it does not already have this value (Figure 2).</text:span>
            </text:p>
            <text:h text:style-name="P20" text:outline-level="3">Linux and Mac OS X</text:h>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">In Linux or other UNIX-like environments, the best way to declare and set the variables </text:span>
               <text:span text:style-name="T15">SIGMA_HOME</text:span>
               <text:span text:style-name="T7"> and </text:span>
               <text:span text:style-name="T15">CATALINA_HOME</text:span>
               <text:span text:style-name="T7"> is to add the necessary expressions to your login shell’s initialization file. <text:s/>If your login shell is </text:span>
               <text:span text:style-name="T15">bash</text:span>
               <text:span text:style-name="T7">, for example, you can arrange for the values of </text:span>
               <text:span text:style-name="T15">SIGMA_HOME</text:span>
               <text:span text:style-name="T7"> and </text:span>
               <text:span text:style-name="T15">CATALINA_HOME</text:span>
               <text:span text:style-name="T7"> to be set whenever you log in by adding to your </text:span>
               <text:span text:style-name="T15">.bashrc</text:span>
               <text:span text:style-name="T7"> file expressions like these:</text:span>
            </text:p>
            <text:p text:style-name="P1"/>
            <text:p text:style-name="P7">export SIGMA_HOME=/home/username/sigma</text:p>
            <text:p text:style-name="P7">export CATALINA_HOME=/opt/apache-tomcat-5.5.23</text:p>
            <text:p text:style-name="P1"/>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:span text:style-name="T7">The actual pathnames to be used will depend on your local directory structure, the version of Tomcat installed, the location in which Tomcat is installed, and your own preferences. <text:s/>Note that these instructions assume you will be starting Tomcat from your login shell by invoking the shell script </text:span>
               <text:span text:style-name="T15">startup.sh</text:span>
               <text:span text:style-name="T7">, which is included in the Tomcat distribution in the subdirectory </text:span>
               <text:span text:style-name="T15">bin</text:span>
               <text:span text:style-name="T7">. <text:s/>If you typically start Tomcat by some other means, such as a server management utility, or if another user administers Tomcat, you might have to figure out a different way to make the values of </text:span>
               <text:span text:style-name="T15">SIGMA_HOME</text:span>
               <text:span text:style-name="T7"> and </text:span>
               <text:span text:style-name="T15">CATALINA_HOME</text:span>
               <text:span text:style-name="T7"> accessible to Sigma when it is running. <text:s/>
               </text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:span text:style-name="T7">Setting the variables </text:span>
               <text:span text:style-name="T15">SIGMA_HOME</text:span>
               <text:span text:style-name="T7"> and </text:span>
               <text:span text:style-name="T15">CATALINA_HOME</text:span>
               <text:span text:style-name="T7"> will allow you to control where Sigma's working directory, </text:span>
               <text:span text:style-name="T15">KBs</text:span>
               <text:span text:style-name="T7">, is created, and will help running Sigma processes find the </text:span>
               <text:soft-page-break/>
               <text:span text:style-name="T7">working directory, but the variables are not absolutely necessary. <text:s/>The only datum absolutely required by Sigma’s installation scripts in order to successfully install Sigma is the pathname of the Tomcat root directory. <text:s/>The Linux (UNIX) version of the installation script will prompt you for the information it requires. <text:s/>The Windows version of the installation script will try to guess the location of the Tomcat root directory, and will ask you to edit the script, supplying the correct value, if its guess is wrong. <text:s/>But it is better to set </text:span>
               <text:span text:style-name="T15">SIGMA_HOME</text:span>
               <text:span text:style-name="T7"> and </text:span>
               <text:span text:style-name="T15">CATALINA_HOME</text:span>
               <text:span text:style-name="T7"> before trying to install Sigma.</text:span>
            </text:p>
            <text:h text:style-name="P19" text:outline-level="2">Memory Allocation</text:h>
            <text:p text:style-name="Text_20_body">
               <draw:g text:anchor-type="char" draw:z-index="34" draw:style-name="gr4">
                  <draw:frame draw:style-name="gr2" draw:text-style-name="P37" svg:width="4.3295in"
                              svg:height="4.1213in"
                              svg:x="0.0161in"
                              svg:y="3.1in">
                     <draw:image xlink:href="">
                        <office:binary-data>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</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="4.3295in"
                              svg:height="0.4224in"
                              svg:x="0.0161in"
                              svg:y="7.2209in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 3: Setting Tomcat’s memory allocation parameters with Configure Tomcat</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:span text:style-name="T7">I</text:span>
               <text:span text:style-name="T7">n order to build large KBs that comprise many constituent files, you will have to change Tomcat’s default memory allocation parameters so that Sigma can access enough memory. <text:s/>
               </text:span>
            </text:p>
            <text:h text:style-name="P20" text:outline-level="3">Windows</text:h>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">The easiest way to set Tomcat’s memory allocation parameters in Windows is to use the Java tab of the Configure Tomcat utility, which is accessible via this menu sequence: </text:span>
               <text:span text:style-name="T15">Start -&gt; All Programs -&gt; Apache Tomcat m.n -&gt; Configure Tomcat -&gt; Java</text:span>
               <text:span text:style-name="T7">. <text:s/>Enter the value 500MB in the type-in area labeled “Initial memory pool” and the value 1000MB in the type-in area labeled “Maximum memory pool”, and then click the button labeled “OK” (Figure 3).</text:span>
            </text:p>
            <text:h text:style-name="P20" text:outline-level="3">Linux and Mac OS X</text:h>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">In Linux or other UNIX-like environments, you can arrange for Tomcat’s memory allocation parameters to be determined at startup by setting the value of the environment variable </text:span>
               <text:span text:style-name="T15">CATALINA_OPTS</text:span>
               <text:span text:style-name="T7"> in your login shell’s initialization file. <text:s/>If your login shell is </text:span>
               <text:span text:style-name="T15">bash</text:span>
               <text:span text:style-name="T7">, for example, and you typically start Tomcat by invoking the script </text:span>
               <text:span text:style-name="T15">startup.sh</text:span>
               <text:span text:style-name="T7"> that is included in the </text:span>
               <text:span text:style-name="T15">bin</text:span>
               <text:span text:style-name="T7"> directory of the Tomcat distribution package, then you could add this expression to your </text:span>
               <text:span text:style-name="T15">.bashrc</text:span>
               <text:span text:style-name="T7"> file:</text:span>
            </text:p>
            <text:p text:style-name="P5"/>
            <text:p text:style-name="P7">export CATALINA_OPTS="$CATALINA_OPTS -Xms500M -Xmx1000M"</text:p>
            <text:p text:style-name="P5"/>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:soft-page-break/>
               <text:span text:style-name="T7">If you cannot or prefer not to add the expression above to your login shell’s initialization file, another option is to edit the file </text:span>
               <text:span text:style-name="T15">catalina.sh</text:span>
               <text:span text:style-name="T7">, which, like </text:span>
               <text:span text:style-name="T15">startup.sh</text:span>
               <text:span text:style-name="T7">, is located in Tomcat’s </text:span>
               <text:span text:style-name="T15">bin</text:span>
               <text:span text:style-name="T7"> directory. <text:s/>You will want to add the following expression to </text:span>
               <text:span text:style-name="T15">catalina.sh</text:span>
               <text:span text:style-name="T7"> somewhere before the point at which the command to start Java is invoked:</text:span>
            </text:p>
            <text:p text:style-name="P1"/>
            <text:p text:style-name="Standard">
               <text:span text:style-name="T7">
                  <text:tab/>
               </text:span>
               <text:span text:style-name="T15">CATALINA_OPTS="$CATALINA_OPTS -Xms500M -Xmx1000M"</text:span>
            </text:p>
            <text:p text:style-name="P1"/>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:span text:style-name="T7">Note that the initial and maximum memory allocation parameter values recommended above are just educated guesses. <text:s/>You might have to experiment to determine how much memory is required to build or edit a given KB on your particular computer. <text:s/>If your computer has only, say, 512MB of RAM and 1.2GB of swap space, then probably you will not want to set Tomcat’s maximum memory allocation value (</text:span>
               <text:span text:style-name="T10">i.e.</text:span>
               <text:span text:style-name="T7">, the value corresponding to the Java command line parameter </text:span>
               <text:span text:style-name="T15">-Xmx</text:span>
               <text:span text:style-name="T7">) to a number as high as 1000MB. <text:s/>If your computer has 4GB of RAM, 6GB of swap space, and you intend to build a KB comprising three million assertions, then you might want to set Tomcat’s memory allocation parameters to values considerably higher than those recommended above.</text:span>
            </text:p>
            <text:h text:style-name="P18" text:outline-level="1">Release Package Contents</text:h>
            <text:p text:style-name="P14">
               <draw:g text:anchor-type="char" draw:z-index="52" draw:style-name="gr15">
                  <draw:frame draw:style-name="gr8" draw:text-style-name="P37" svg:width="4.5004in"
                              svg:height="3.2559in"
                              svg:x="0in"
                              svg:y="4.761in">
                     <draw:image xlink:href="">
                        <office:binary-data>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</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P39" svg:width="2.6669in"
                              svg:height="0.2559in"
                              svg:x="0.111in"
                              svg:y="8.0165in">
                     <draw:text-box>
                        <text:p text:style-name="P39">
                           <text:span text:style-name="T24">Figure 4: The directory </text:span>
                           <text:span text:style-name="T25">sigma-2-x</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <draw:frame draw:style-name="fr2" draw:name="Frame1" text:anchor-type="char"
                           svg:x="-0.0047in"
                           svg:y="8.1508in"
                           svg:width="4.5083in"
                           svg:height="0.5083in"
                           draw:z-index="50">
                  <draw:text-box>
                     <text:p text:style-name="P11">
                        <text:span text:style-name="T18">Figure </text:span>
                        <text:span text:style-name="T18">
                           <text:sequence text:ref-name="refFigure0" text:name="Figure" text:formula="ooow:Figure+1"
                                          style:num-format="1">2</text:sequence>
                        </text:span>
                     </text:p>
                  </draw:text-box>
               </draw:frame>
               <draw:frame draw:style-name="fr2" draw:name="Frame2" text:anchor-type="char"
                           svg:x="-0.0047in"
                           svg:y="8.1508in"
                           svg:width="4.5083in"
                           svg:height="0.5083in"
                           draw:z-index="51">
                  <draw:text-box>
                     <text:p text:style-name="P11">
                        <text:span text:style-name="T18">Figure </text:span>
                        <text:span text:style-name="T18">
                           <text:sequence text:ref-name="refFigure1" text:name="Figure" text:formula="ooow:Figure+1"
                                          style:num-format="1">1</text:sequence>
                        </text:span>
                     </text:p>
                  </draw:text-box>
               </draw:frame>
               <text:span text:style-name="T7">T</text:span>
               <text:span text:style-name="T7">he Sigma 2.1 release package is a ZIP archive file named </text:span>
               <text:span text:style-name="T15">sigma-2-1.zip</text:span>
               <text:span text:style-name="T7">. <text:s/>To install Sigma, you must first download the archive file to your computer’s hard drive and unpack it. <text:s/>When unpacked, the archive will produce a directory named </text:span>
               <text:span text:style-name="T15">sigma-2-1</text:span>
               <text:span text:style-name="T7">, which contains several subdirectories and files. <text:s/>Displayed on a Windows desktop, the unpacked, opened directory (folder) </text:span>
               <text:span text:style-name="T15">sigma-2-1</text:span>
               <text:span text:style-name="T7"> will look something like Figure 4. Before you unpack the archive file, be sure to move it to the location in your file system where you want the directory </text:span>
               <text:span text:style-name="T15">sigma-2-1</text:span>
               <text:span text:style-name="T7"> to be created. <text:s/>In Windows XP and Server 2003, you can unpack the archive with Microsoft’s Compressed Folders utility (Figure 5). <text:s/>In other versions of Windows, you can use any of several free or commercial archiving utilities, such as UltimateZip or WinZip. <text:s/>In Linux, you can unpack the archive with the </text:span>
               <text:span text:style-name="T15">unzip</text:span>
               <text:span text:style-name="T7"> command. <text:s/>
               </text:span>
            </text:p>
            <text:p text:style-name="P12"/>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <draw:g text:anchor-type="char" draw:z-index="35" draw:style-name="gr5">
                  <draw:frame draw:style-name="gr2" draw:text-style-name="P37" svg:width="6.0185in"
                              svg:height="3.9559in"
                              svg:x="0.2409in"
                              svg:y="1in">
                     <draw:image xlink:href="">
                        <office:binary-data>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</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="6.0185in"
                              svg:height="0.5004in"
                              svg:x="0.2409in"
                              svg:y="4.9555in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 5: Using the Windows Compressed Folders utility to unpack </text:span>
                           <text:span text:style-name="T23">sigma-2-1.zip</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:soft-page-break/>
               <text:span text:style-name="T7">T</text:span>
               <text:span text:style-name="T7">he unpacked </text:span>
               <text:span text:style-name="T15">sigma-2-1.zip</text:span>
               <text:span text:style-name="T7"> archive file will yield the following hierarchy of directories and files:</text:span>
            </text:p>
            <text:p text:style-name="P1"/>
            <text:p text:style-name="P5">sigma-2-1/</text:p>
            <text:p text:style-name="P7">doc/</text:p>
            <text:p text:style-name="P8">SigmaProgrammer.pdf</text:p>
            <text:p text:style-name="P8">SigmaUserManual-2-1.pdf</text:p>
            <text:p text:style-name="P8">suo-kif.pdf</text:p>
            <text:p text:style-name="P7">inference/</text:p>
            <text:p text:style-name="P8">kif.exe</text:p>
            <text:p text:style-name="P8">kif-linux</text:p>
            <text:p text:style-name="P8">SUMO-v.kif</text:p>
            <text:p text:style-name="P7">InstallSigma.bat</text:p>
            <text:p text:style-name="P7">InstallSigma.sh</text:p>
            <text:p text:style-name="P7">KBs/</text:p>
            <text:p text:style-name="P8">config.xml</text:p>
            <text:p text:style-name="P8">language.txt</text:p>
            <text:p text:style-name="P8">Merge.kif</text:p>
            <text:p text:style-name="P8">Mid-level-ontology.kif</text:p>
            <text:p text:style-name="P8">english_format.kif</text:p>
            <text:p text:style-name="P8">MILO-format.kif</text:p>
            <text:p text:style-name="P8">WordNetMappings-adj.txt<text:tab/>
            </text:p>
            <text:p text:style-name="P8">WordNetMappings-adv.txt<text:tab/>
            </text:p>
            <text:p text:style-name="P8">WordNetMappings-noun.txt</text:p>
            <text:p text:style-name="P8">WordNetMappings-verb.txt</text:p>
            <text:p text:style-name="P8">
               <text:soft-page-break/>index.sense</text:p>
            <text:p text:style-name="P8">noun.exc</text:p>
            <text:p text:style-name="P8">verb.exc</text:p>
            <text:p text:style-name="P8">wordFrequencies.txt</text:p>
            <text:p text:style-name="P8">stopwords.txt</text:p>
            <text:p text:style-name="P8">tests/</text:p>
            <text:p text:style-name="P9">TQG1.kif.tq</text:p>
            <text:p text:style-name="P9">…</text:p>
            <text:p text:style-name="P9">TQG50.kif.tq</text:p>
            <text:p text:style-name="P9">test_assertions.kif</text:p>
            <text:p text:style-name="P9">tq_notes.txt</text:p>
            <text:p text:style-name="P7">manifest.txt</text:p>
            <text:p text:style-name="P7">README.txt</text:p>
            <text:p text:style-name="P7">sigma.war</text:p>
            <text:h text:style-name="P18" text:outline-level="1">Quick Start </text:h>
            <text:p text:style-name="Text_20_body">
               <draw:g text:anchor-type="char" draw:z-index="36" draw:style-name="gr6">
                  <draw:frame draw:style-name="gr2" draw:text-style-name="P37" svg:width="4.3315in"
                              svg:height="4.1232in"
                              svg:x="2.1693in"
                              svg:y="2.9134in">
                     <draw:image xlink:href="">
                        <office:binary-data>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</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="4.3315in"
                              svg:height="0.5004in"
                              svg:x="2.1673in"
                              svg:y="7.0362in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 6: The Configure Tomcat utility, showing the “Stop” button</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:span text:style-name="T7">T</text:span>
               <text:span text:style-name="T7">his section is for users who wish to install and run Sigma before reading a more comprehensive overview of Sigma’s components and functionality. <text:s/>Please understand that the quick install procedure described here cannot accommodate all possibly relevant variations in the computing environments of different users. <text:s/>If the steps described here fail for you, please try the more detailed installation instructions described in the section named Installation. <text:s/>If you wish to begin the quick start procedure, follow these steps:</text:span>
            </text:p>
            <text:list xml:id="list401004076" text:style-name="WW8Num2">
               <text:list-item>
                  <text:p text:style-name="P29">
                     <text:span text:style-name="T7">Halt the Tomcat server if it is running. <text:s/>In Windows, you can halt Tomcat by using the Configure Tomcat utility application, as shown in Figure 6. <text:s/>In Linux or other UNIX-like environments, you can halt Tomcat by invoking the shell script </text:span>
                     <text:span text:style-name="T15">shutdown.sh</text:span>
                     <text:span text:style-name="T7">, which is located in Tomcat’s </text:span>
                     <text:span text:style-name="T15">bin</text:span>
                     <text:span text:style-name="T7"> directory.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P29">
                     <text:span text:style-name="T7">Download and unpack the Sigma install package, which is available in the Sigma project area at SourceForge: </text:span>
                     <text:a xlink:type="simple" xlink:href="http://sourceforge.net/projects/sigmakee/">
                        <text:span text:style-name="Internet_20_link">
                           <text:span text:style-name="T4">http://sourceforge.net/projects/sigmakee/</text:span>
                        </text:span>
                     </text:a>
                     <text:span text:style-name="T7"> . <text:s/>
                     </text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P29">
                     <draw:g text:anchor-type="char" draw:z-index="37" draw:style-name="gr7">
                        <draw:frame draw:style-name="gr8" draw:text-style-name="P37" svg:width="6.0004in"
                                    svg:height="7.6004in"
                                    svg:x="0.25in"
                                    svg:y="1in">
                           <draw:image xlink:href="">
                              <office:binary-data>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</office:binary-data>
                              <text:p/>
                           </draw:image>
                        </draw:frame>
                        <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="6.0004in"
                                    svg:height="0.4224in"
                                    svg:x="0.25in"
                                    svg:y="8.6in">
                           <draw:text-box>
                              <text:p text:style-name="P38">
                                 <text:span text:style-name="T22">Figure 7: Output displayed when the script </text:span>
                                 <text:span text:style-name="T23">InstallSigma.bat</text:span>
                                 <text:span text:style-name="T22"> is run</text:span>
                              </text:p>
                           </draw:text-box>
                        </draw:frame>
                     </draw:g>
                     <text:soft-page-break/>
                     <text:span text:style-name="T7">O</text:span>
                     <text:span text:style-name="T7">pen the directory named </text:span>
                     <text:span text:style-name="T15">sigma-2-1</text:span>
                     <text:span text:style-name="T7">. <text:s/>It should contain several files and subdirectories, approximately like those shown in Figure 4. <text:s/>Please review the description of the release package’s directories and files provided in the Release Package Contents section, above.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P29">
                     <draw:g text:anchor-type="char" draw:z-index="38" draw:style-name="gr9">
                        <draw:frame draw:style-name="gr2" draw:text-style-name="P37" svg:width="4.7303in"
                                    svg:height="2.3157in"
                                    svg:x="1.7665in"
                                    svg:y="2.2874in">
                           <draw:image xlink:href="">
                              <office:binary-data>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</office:binary-data>
                              <text:p/>
                           </draw:image>
                        </draw:frame>
                        <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="4.7303in"
                                    svg:height="0.378in"
                                    svg:x="1.7563in"
                                    svg:y="4.5528in">
                           <draw:text-box>
                              <text:p text:style-name="P38">
                                 <text:span text:style-name="T22">Figure 8: The Sigma Login page</text:span>
                              </text:p>
                           </draw:text-box>
                        </draw:frame>
                     </draw:g>
                     <text:soft-page-break/>
                     <text:span text:style-name="T7">R</text:span>
                     <text:span text:style-name="T7">un the version of the script </text:span>
                     <text:span text:style-name="T15">InstallSigma</text:span>
                     <text:span text:style-name="T7"> that is intended for your operating system. <text:s/>In Windows, you will run the file named </text:span>
                     <text:span text:style-name="T15">InstallSigma.bat</text:span>
                     <text:span text:style-name="T7">, either by invoking it from a command prompt window or by double-clicking on the file icon with your mouse arrow. <text:s/>The file’s icon will have a small gear in the center, as shown in Figure 4. <text:s/>In Linux or Mac OS X, you will run the shell script named </text:span>
                     <text:span text:style-name="T15">InstallSigma.sh</text:span>
                     <text:span text:style-name="T7"> by invoking it from the shell prompt in a terminal window. <text:s/>
                     </text:span>
                     <text:span text:style-name="T15">InstallSigma</text:span>
                     <text:span text:style-name="T7">’s main purpose is to copy files from the directory </text:span>
                     <text:span text:style-name="T15">sigma-2-1</text:span>
                     <text:span text:style-name="T7"> to appropriate directories in your local file system. <text:s/>If </text:span>
                     <text:span text:style-name="T15">InstallSigma</text:span>
                     <text:span text:style-name="T7"> encounters a problem that prevents it from copying a file or completing some other action, it will print a message noting the failure and then will quit, giving you a chance to diagnose and fix the problem. <text:s/>If </text:span>
                     <text:span text:style-name="T15">InstallSigma</text:span>
                     <text:span text:style-name="T7"> successfully finishes its programmed tasks, it will print the message “Sigma files installed!” (Figure 7). </text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P29">
                     <draw:g text:anchor-type="char" draw:z-index="39" draw:style-name="gr6">
                        <draw:frame draw:style-name="gr2" draw:text-style-name="P37" svg:width="6.498in"
                                    svg:height="3.578in"
                                    svg:x="0.0047in"
                                    svg:y="5.089in">
                           <draw:image xlink:href="">
                              <office:binary-data>iVBORw0KGgoAAAANSUhEUgAAAuwAAAGcCAIAAAANiGL3AAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAgY0hSTQAAeiYAAICEAAD6AAAAgOgAAHUwAADqYAAAOpgAABdwnLpRPAAAYppJREFUeF7tvQe0HMWZsM1/vrT2evdb24vXCQwGs7aMAyYaDBYGbAHGGAwmR9mYKEQWyhIIIYSEIgoooZzjlVDOukpXOaNAFsbYGHvXZ3fPt7v+39F7KRXVqaanJ9155pR0+vZUV1U/VdP1TFV1z/+3c+u6Y3hBAAIQgAAEIACBqiJwf+s2x4jE/JUXBCAAAQhAAAIQqB4CnTt3bt68eaPEiMoQIAABCEAAAhCAQFUQQGLwNghAAAIQgAAEqpJAiMR88uR7Cwl/+7X7TPjUKfd96pT7NfzdP2t4QMLff92EVn//jVb/14RmD/6DCd988NPfbN0YTm396VNbf+bUh3LhW7nw2Vx4+LPfzoV/1PCdRyQcq+G7Eh6V8DkJp2l47J8kfK8xfP57j3/+9KPhC2c8YcIXz3zii2e20fClszQ8KeHLZ5vQ9svntD3OhO+3O96Ec9t95dz2jeG89l85r/0J53XIhR/kwom50PHE83Phqxou6CThJA0/lNBZwskSmmvo8jUJFzaGUy7sesqPjoZ/vugpE75+8VNfv/hpDd+4REM3Cc1+bMIzzX7yzDdNaNH9VBMu7f6tS59tDJc9+63Lnv32ZT1y4fJc+E4uPPedn+bCdzVc0VPCaY3h+dN+lgvf03BlLwmna/i5hN5naLgqF8686oVcuLoxnHV1n7N+0RjO/kWfs6/pq+EcCddK6Kfh+7/U0F/CudeZMOC864+GH9ww8Gi4ceD5N77YGG568YJcGJQLNw/6YWMY/MNbcqG5hluHSLhQw20Shv5Iw+25cNHtL+XCHY3h4juGXXxnY7jkzmGXtByu4ccSfiVhhIaf/FrDSAkt7jJh1KW/ORouu/vlo+Gely+/Z3RjuHf0T3NhTC7cN+aKxjD2ivtz4WcaHhgn4UoNrSSM/7mGB3Phqgcn5ELrxnB164lXP9QYfvHQxF88PEnDNRIekTBZw7WPapgi4ZePmTD1usePhusfn3b9E0fDDW2mm3Djk9NvfHKGhpvaapiZC+1m3twYZt3cftYtJnSYfasJHWff1nFOY+g057ZOc27vVJcLnXPhjlyYe0eXXLhTQ9d5ElpqeErCKxJ+JeFpDfN/LaFbY7ir24K7njkaftN9oQl3P7vw7mcXabinh4bFEu59zoQl9/Zccp8Jzy+934ReSx/otawx9F72QO9lrXovz4UXcuHBXFjxYJ9caK2h70oJD2noJ2GVhIcl9New+hEJAxrDowPWPDrwaHjsxXoTHh9U//igtRqeGKxhnYQ2Q0xY32bo+idNeGlDWxOGbWg3bGNjGL6x3fCG9hpG5EKHEZsaw8hNHXNhcy6M2typMWzp9HIudNYwequELhrGSNjWVcNYDdufkjCuMTw9bsfT4xtDt/E7uk3YqeEZCRMl7NLQfZKG3RKenWzCnh5Tjobnpu49Gqbt7TltX2OYvu/5XHg1F2a82qsx7O81Mxd6a5h1QMILGmZLONhHw5xc6DvnUC7UNYZ+da/1m9sY+s99rf+81zUMkPCKhDc0DJyv4U0JLy4w4a1BC4+GwYvePhoWvz1k8TuNYck7Q3PhcC4sPfxSY3j3pWW5MEzD8t9KGK5hhYT3RmhYmQsjV/4uF1Y1hlGr3h+1ujG8vPr9l9f8XsNoCfUS/qBhzFoNH0gYK2Gdhj+Ok7C+MYxf/+H4DVUQdKDIW2JOuvv/fOna/3Xsj//XP13xdydd87Uzf355i+//86kXf/Kkux3jQWKQGCQGiUFikBj1GCQGiSmSEiVLzLSbT9/V+Yy/Pfnu/33sj378pWN3PvyF424cfsqvx3+rZb+Lb2j5wabr/7r/lgev/dEnT/qN7TFIDBKDxCAxSAwSg8TIkEy1j8TktcBXFtjmG1/9Jt1RyRKz6fZT3u1/1tZrjx147P94u80XNz5+/Jd//PDVA1bfNWzRHU8PvOJX9/31tV//9cCd/R44F4lpnFFiOonpJKaTmE5iOonppI9mlJqAxHgu79VpHdGRvOIbiUlxVILETOxyz6prjntvygXvzvzhW/2+cbjX1yZe809fbX7bVf0Wtl+wu+XAeV+7tstPWrb+/ezz/nrgjs+ddI3xmCYzEqNu6LMmRmPmPAaJQWKqU2K0DcuCGN34aFlMEdfEmO9et7ImhjUxrImp1DUx+UqJiR/zoBlbPoooMQt+dvy2lie8M+Q774w843Dfbxx+4dT3ep43rtVZF7QZed34bddN2PmtjnO/cGWHw+O+++flLXa8+AMjMc64kCzp1T1FWtirievCXt3OamFvaSTGwZXXwl49Vpb3ZruwV5NNt7DXOZ28FvbqsRWysFcL47+wV+M7C3t150dre92FvfpubnlvqoW9erizsFd3+i/s1fiysFc3/CVG45uXLOzVbc+FvRq5cW0vEoPEIDFIzEdPeFH7sQdm7D063qPqkzASM+/nJx586pR3+p96uO/X33nu5Lfbf3lD57O/cNkjJ9/Vv9mwzeeO2HjCbb22rrz/z1tv/d30896f2jijpNemUt6dpDmKxOhGhncnaYLFHonRXJrM3Ul6Ok1gTYyeSL4SI4eYu5M0BXlFSUyBdyeZ9M3dSWaPv8SYu5P02HwlJvXdSZodEsPdSdydVOF3J8nnNK+JHhPfERGTiNlv64iTi20tjtPkITFDL/3WgU4nH+73jd8+f/Lbz3z18h+c8+lTL/uHs285/vae/7vr8q/c/tznfvr4b1rf+P82XfqH2ee8O/U8HYnRa5MjMbpTR2LMdVY3/v7rrZw9cou12WNusbbjOLdY22+ZW6ydNM0t1vZ+vcVa98j91c6G3F+te1Ri7AO/fHbjLdZOLjqd5OzUW6ztnc4t1vqWLTFOCuYWa2e/DMDoHrNhIphbrO1DzC3W9s7cjdaXdtc9cpd17v/Lcv/LS0ZinBzNLdbOfvsWa33Llhgnst5irTv1FmvdlpurdUNGYho3ru0nG3qLtZ3IkRutBzjJ6i3Wzs7zb3rR7DG3WNtx9BZr5yi9xdre6XOLtR1fVvXaf6rE2HvkXmsxGN1jNkwEz1us7QTl/mr7T5UYe4/eZe2cqdxirXuiRmLs+HKvtX2Ltb5lS4zukZEY3ZCFvbn/j9xfbaejd1mbPTmP6TjbjqC3WOsevcVat7nFWm605hZrbrEu8S3W8tErvcQ4v4NkFyAPiXn6vG/tf/JEGYZ594WvvdHllNaXfPOz37liyI8/98hPz/inK9r8zzvGf/pHrS6+5or/3HzpX1Y0f3XwabbEmEuSPidG/zQGo8+J0Z1GYvRRMbpTHxWj285zYnSn/ZwYk5f9nBjdqc+J0W15Toxu6KNidNtTYjSyPiemcfuctrqRe1rM9xvFRSRGd+rdSbptDEafE6M77efE6B7zkukk3dbnxOi2eIxu6HNidDsoMfqcGH1XHhKjG/qoGN2W58Q0bhx5SIxuG4nRP4MSo8+J0XfFY3RDnxPTuG09J0b3mJdMJ+m2PidGtz0lRiMbg9HnxOhOIzH6tBjdaSRGHxKjO/U5Mbotz4lp3DjynBjdNhKjz4nRnUZi8hqJkTEYPVxf8pAY3XBGYnRnUGL0OTH6rs9zYiSaPCfGzlEeEqN/isQ0brSeIM+J0W2RGPOcGN2TKDG/fKxxTYzGD0qMyd2eTrKLJBKjf97cLvecGN02EqMjMbpTnxOj20gMz4n56FExPCemzM+Jkc9jWSTGeIyTex4Sc97x59ed9o9vP33iuy/88+96fPWDDscdfKLZ+52b/fGlq84+t8Unr37hb37S+evf/vZ7i1r89+ZLVrf/ls+aGL1CpZAY+7Io22WRGLsM8rA7/dNfYuzDgxITHInJSmLsfI3E2DvtkRgxmEwkJjgS40iM8RgtiT7sTrftkRh92J3uz1Bi7NPPV2LsY+2H3cl+XRCjEfQWa90OjsTITn+JsXO0H3Yn+/VhdxpBH3an2/ESo3H0YXeN2xFrYuysZTvfkRh92J2TiPzpIzHGY/RwHnanz7tjJIaRGEZifNfEfOm4qx76xgmH7v7Hw0+d8NteJ//u2RMGtfjqhd88/ROn3/aJCx761LeuOvFLx23p9G25y/q/Gi76ykmN00miMmYuSa8+hY/EaDr6xF7dDpUY2e9MJ/mPxASvs/Z0kr7rPLFXd/pLTNQTezWd4knMRw/tbXxir2b3zY8/sVd35h7aWxsS4zyxV08/k5GYqIW9moU+sVe3/SXmyEN7Q57YK4kEn9iricdIjEYwT+zVP0Onk/QtfWKvbhciMToSY57YqwnGjMQgMWYwhif2mof28sTe0j+xVz6npR+JyWZNzCdPbHnNV7/zypl/+9q9x4rHHO558m/bfuGis8/6uxPP/vxXTm7+5c/8+4yL/nPbjX/ddUfbXzT73NeuD95irdep0kiMs7BXs/aRGHtGyayM0d8c0ERkTYxuIDECwXM6yWckRn52QMHKspgSj8TUrMQocPtnB3RPBUqMFow1MaIySAwSU8afHZCPob0m17lxOrhaxcRPvbA3s7uT5PcEvvuVHz/yT5+f983/s+vGz7zT5YScyjx1wru9TvnDyDMk/L+N1/77khZrW32r2Tcu+fx3W/msiYlZ2Bu/JkavaOYVHIlxbrHWmI7EyG8n2YmY307SnfrbSbrtSIyzsFci6G8nOaXyXNgrR6VYE2OWxZhME9fEmGUx5hD97SSn2PlOJ8kPJzkpBBf2mghRa2JkOslfYmIW9ua7JsYsizEljJpOkh9OMnE8F/YGfztJUyhwOindSEzmC3vlRNKNxDgLeyUdZzqJhb38dhK/nVSxv50kH9jUEhP1qJgSPSdGpOQfTrjlrC+c9/Df/P2EYz+x+Wef2d/y2EOPH//Osye/1fkECfvuOm7Or0756ok/+MyJ133y5HvyfdidXt9lYW9T/QFIPcFi/ACkplwJPwCpJeEHIPkBSH4Akh+A5AcgP/oNyCb1A5C2xMTPK1XcE3uPSMk9nz7++pM+f2Hzvz+57f/8m5f/4RNTvvypqcd/atoJfzfj+E+1OOmEz37lok+feM0nT7rL/2cH7C/xR37LuqlJjH2C2f6KtZ2y3KNURomxS8KvWPMr1nKjNRKDxCAxTVVixE48X/qzA56RnefEpDgq+beTcmpy0t1/+5WbP/2lK7/yueYnHnv2lz5z9uf/8ezjjj3nc19o/tnjLv/U8dd98qu/5lesG384iZ8duLLX9/jZger82YFrH518JEyR8NFvDshGEX92oPFJd0eeE6P3V+dCp1yQVb250DkX5Dkxd3Sey91J3J0kK2NY2Fv6hb3iJUV96bN3883C64m9tpp84sSWn/jKzZ847hef/NLPP/nlqz7x5av/5vjrP3HibUGDse9OktuU9DkxGor0swOflR8c0PCdR8zdScd+9xFZEKNrYo486U7CY7ImRh8SI+Hz38s96c4EXRCj4YtnSsgt7JVw5El3uYfdSXAW9ubuS9Ig7mICv52ExCAx/AAkPwDJD0A2lR+AVF2ozOA3EnPkObx5hSbzA5BIjDy09zu5kHvYnQTzxF5Z26sPuzvtiueZTmI6iemkB3ovYzqJ6aQmOZ1UmfqSMBLjeVM40SAAAQhAAAIQgEAZCejamtwvRppFyP7ra4gJAQhAAAIQgAAESk8gcjrJvveEbQhAAAIQgAAEIFBpBCIlpozjQmQNAQhAAAIQgAAEPAmETCd5Hkk0CEAAAhCAAAQgUEYCSMy6MtInawhAAAIQgAAEUhNAYpAYCEAAAhCAAAQqgsDsIy9/p0FiKqLa/CuMmBCAAAQgAIEmSUANJi+PQWKQGAhAAAIQgAAEykbAWIsjMT42k4HEyM9tl0AJS5NLCU6kqrPIpBYySaRAjKUsQynzKhALh0MAAhAoMYEocfEclclDYuRabL/kPPXqnNU1Opi+jdLOq5Ac7WOzLX9UxTuljcm0kPPKt9k5Vel5eCYlzCQRU+D4ZuNZKZ6n70QLrdlgUtmeb7qichQEIACByiQQJStFkZhQBFldo+PTCcpHuvrIKh3/3D27ugx10Kds6ThkUteZJBLvE4kEMimDZ81mklfiGREBAhCAQJUSiJo2yng6KXgtdgYVzHfidBxDr/VRYz+6P0VGMSMxTvlNzOBGXvmGdnV2muZcggWwT9OmnU5BgiNbuie0MOatYBnMIXaBnRoJhRlsMKG55IXXOYWoBGMqN5O2FIPRnHWBH5AUWDgEAhCAQCUT8NGU+DiZTSdl0q1G9TR2r1n4iEVoVxovN6E9pWfLsD3M9pXgiUQxtHvBYElSy5wnbTvHGAuJQhRV+ALV0IGfiM7Ej3JBz9p0RNCpXKdOs/XOFCXkEAhAAAIVS8BnwigxTn4SE9pzBL9opu5WE3smpxNNVzdREmN3SKHalMl5OR1bfO8bFIjQzjgFhxhpc87dKUNogYNGEgrTJOUkkg6s4xMOmSh0MfzzxegUO+qDEGy0hZ9vvkUlPgQgAIFKI5AoKFLgxDhZSkyBgIJX9qiOtsA+IEpi4hXN+ZLtf7JRXZ3d6cb3c6HqVqDPpZYYm0Oouzigok4tiKWQao13wcSTTZd1Ys3Gi5R/EyImBCAAgSZJoNTTSYndvH3Vzpd4ySTGs5cNjZbvSQXVx9NI4vvdQjgHj/XxjHjzc2wmURpCy5/OJKJOJ14gQv0j38pNlBhn1MfW1nzzIj4EIACBpkqg6SzslYu+eZlOyN5jd5aZ93lO1iWQmNAcnXMMjnZk0hcGUev56svOwt4TfMtxiGDhowwptH5Tf0SDPuFzIsHzzasAUSYUbMM220LabV7FIzIEIACByidQulusK59FTZWQvrC6qpv6qq76orQQgEBpCJTtYXeZX5TtsQHna3SGKEuTi2eBncJ4HuUMfuR1VHCIpcDRiHS5Z3hUGSs0mHXMhyLzz0uGDEkKAhCAQBkJlPlnB8p45mQNAQhAAAIQgEDTIJB4L1LwNPO4O6lpMOIsIAABCEAAAhCoTAI+9yvZJUdiyva7nZXZgCgVBCAAAQhAoFoIIDFIDAQgAAEIQAACVUkAianKaqsWR6acEIAABCAAgeIRCJEY2cULAhCAAAQgAAEIVCwBFaMQifkrLwhAAAIQgAAEIFDBBCIlpnjDPqQMAQhAAAIQgAAEsiLAmhjWxEAAAhCAAAQgUJUEkJiqrLasHJZ0IAABCEAAAtVLAIlBYiAAAQhAAAIQqEoCSExVVlv1WjMlhwAEIAABCGRFAIlBYiAAAQhAAAIQqEoCSExVVltWDks6EIAABCAAgeolkKXEtFkxdPS6GeVl8Urd9PIWQHJfs3F9z/kNV4zZ8r2hW5oN2Srh+yO23DRpc4/5Gzdt/pgzyZ8XjtmausDbN9cvXTR38YK6JQvnBoO8tW3TmtSJRx24Zd2yMT3adHmgZad7Ww7u2Grl3EnbU+Xy4ovDCRCAAAQgAIFEAksXzY/qkjKTmCsXPnPa3MeHrZqcea+ZV4LTp4yfO3tqMTpvn2KIlDw8s+GsodsfX/z6mO3vTdv9uxm733t50zu9V73edtHBX07d+/3h2zrNbVCVyRnMy1ubDdvuk3IwjhjMovlzVi5buGHtSiesr1+xbs1yeUsibG1YnS790KPEYMY+++TT99/Vs839Erq2umtop4dXzJu0fFHd4ropEpbMmeSZnbTaCn6KEkWDAAQgAIGPEZCLtufl3URLcUgwCzEYSSfKYzKQmPWbVp7/StsfLmj3s8VPD1vp24fly8Iz/pyZUyTMmDphy8ZVnodkFW3p+vXfH7K544o36t/6YMzmw/3WvNGvvjEMqH/jxbVvDl735qC1b/50wu4LR22Zt3bDhSO3tJp/sNnQbSkKYAxm3+5tO7c1bN+yYeumdRI2b6zftGGNhi0Na7P1GDGYCT3b9Xz03h4P3VU3os+soc8P6PjIc4/cPeq59kOvu1rCkOuuHvObmzxPB4nhAgkBCECgigiokezdtdkzSORMJEbSUY8J7VwKlZhXNi78/twnLl/cde7Blbeu7FV2iZk3Z/q2zetfqZsxbfK4TetXeHaohUfLGcxL26a/+odFB38v4y6iL/3DgtjM0A1vPT7/QLMXt94yfd/23/5JNvLN3TaYHVs3NqxfbYIxmMw9Rgxm0gudBrR7qOcjv5kxtOeyqS+tnDlq8oBnBnd9pEfbh7Z0aVnf+dfrO7Zc2eZXnqdjS8wxeb6q6GNPUSEAAQg0DQJllJgYHypIYgbXTzmj7uE7Vvaa+uqiuYdW3riiZ9klZu7saSIx0qnLGhHxmJVLIyfSPPtan2gyMfS9QZvFYBbszxmMrS9iLRIcoZEhmfaLDo7dfHhL/hJjG4yeqQTHXeRPszOT8RgxmKl9O7/U9Yl+j989bUjPxZMGrZ07UcKyaS9NGtB9WJeHej/TYeED19c9dOO8+9OMxIjD+H/I84rsnywxIQABCEAghkBTk5jHVgw5fU7rLg2jJ+9bMHL37MWvrxOJmbC6zAt7ZSRG5lZkjYj04qtXLJYlMiVY6vvrKQ1Pr35r+esf9FqZG4PRMLBe5o/e6rnydQmyIX+at3RjWMM7m/OUGDWYVcsXySySTB4ZU3E8Rv6UeSXbY1YsXZB6fYwYzLR+XcY+1+HFNvdMGvDsylkj6udO3N+w5NWGRQ2Lp6+eNXp836eGd330pReemXznL6Y8cIvnOl9nJMb/2oHE+LMiJgQgAIGsCGQrMWeOuX3AkhE+wwQaJ+PppCsXdjun7uEB26dO2Df/5d11I3bPXvHGhiuXPH3arPtOm936tLqH3DD3cf+yJsYUNZFRltBQN2vqru2bVGJkfeuyxa9I5JnTJxZvqa/ci3TeiJ0bDn/Yv/7N51e+0WtVLgyof/POGfvOGbGj2dCtEmTjnrpX+697q3f9G73q35TwvCyR2fTO+sMfNhuUx3SS3Ii0ZuUSMRgZX5ET3Lhu1esH90qQDaMssi2rZN56fb/MNMm2mVcSj5HDE9k6EcRgZg58elK/p4e2u39Cv2fWzBq5pm7Cvo0L9zcsO7hl1e61Mp04dc3sl8e90GVUt0fH93tm6sDuq+ZN9vGYRIn5z//8z3ZPPr5s2bL//u///q//+q/du3d37ND+3/7t35CYrC5JpAMBCEDAn0C2EnPykF9cPvXh5hN+M3LFOJ+OKTOJkWW835/7+I/mtx+9Z+64vfPEYFRilr+5Yfu7e/b87sC6t7dO3LdgghXkzysXP+1TSs84MtwiHfneXVtDw56dW5YumifzSrNnTJZFvqI1ss5XQpGWyDw4bUOnFW9M3fv7rstf67bidQk917xx5fid5w9d32vqK7NnTJTQe8q8s4c2/HzirvYrXn9u7dvPrn27W/1bfRoOr3jrw2YDNnmetURbMG/W7h2bbYN587VXJajH6CySuIvulCB8VGJ0bGbhK7P985KYYjCzB/eYPbTn8I5iME+tnjliTd24vRsW7Nuw+N0DW357cMeBzSv3rJ0r4zFr544d07vLyKcfmfxC12l9u67yuO86VGJEXP70pz/95S9/kc/Vf/zHf4zq/1i/Z+4dNeipQS+0H9H3ocHPt5K3QiUmW7OxU9Pt1OkXeLj/9SVdzNTn5ZNdURP3KQBxIACBDAlkLjGzdy3us27sjybed+3UxyavmhrfPWUjMa+sX3DG9AevXfR0bgBmz9xRu+fY4cUdU69e2uniRY9dsqjNTz4KFy98tM/2ST+b3yWv7jM+sniJdNVrVy9zggy9yHiDcReJpkGEZua0iVMnjd1QvyzDYmhSPxy4ZtzuPzy/9p02i19ru+T19ktf/+WknecPXDOrbubGtY3ZralfceHgNc2Gbjl1/N7vTdz7s7qDT6x+u/uGw/Ne/7DZC3k8bU8WLMs4k467yP/qK28c2qceIxNGMk4jYzAaZI8MVsnaIMGis0vz5870P30xmLkv9XxldP9RXVuNe6HrqunDVs8Zt3fd/L3rF77z6ubfHtrx3qGdvz24fe/GRetmDZvcv+vwpx7scf8d/R+7fXzPdhN6tF0xe3xiizSfLu3tPvzww4aGhq1bt95www1jx46VPfPGP/MvDb/a+Uqr9+rv+93qu5ZOftJfYoIi4v9hrgSJiTEAswzaBqg789oTJWdZyUdQ4Mye4CnE1E5W5fFvAMSEAASCBDKXmAHrx07fsUBUpuPKQeeO//W9s7su3bAwquPIQGK6LRl+xvh7Wq8cMOnV3CIYGX0x4eU9dUN2zmixqO0VS9pfubTDz5Z2uOLI/xIuXdy2+9YxP6/r7N99JsaU8RXpv+tXLbUlRrpqGWkQg1FrkdEaCdLr64aEWdMnTZk4ZtH8/EYjEgvTrMeqyQf/2GrRa/fOPyThwUWvf7v3mpem18n6FT1206a1F7645tQhm749bX8uTD/w7RkHTp9+4M7lb8mBzZ7L4zkucmq64kcMRoKcsvypEiPWcmj/bttgRNrklGXwRiDIRJIcJRAST8dEmNLvqRUzRo95uvW4vs/IGMzqWWP2rp27d93Cw2IwB7eb8O6rW7Yvn75m2uBpg7qP7dnm2Qdavvj47bOG9BjXo22+EiP68sEHH8gnR0zl4MGDSxcv6PvMA++vvX/JxNaLJzx0cHGrqS/3kKklz5GYpiox8YIV4w2OMuqfRfUDpzAmr0Kqhq4FAhAoF4GgxLRr9+Stt95shwkTxpkbsGMWsshbJ/f/+XNrhkkYsnHCxK11vepHXjP9se+8dONjM59dv3F5sPsoVGLumNn9nPEPdF43asy+ucN2zbDD8F0zB26f2mLRkyIuYjBXLe1w/bIONy/rcNvyDrcv73Dz0nbdNr101YwO8V2a+WamG/GRxVRkikTW7ZogIxAyDiFyI/oifbYMOYjQSJCduiF7ZL9EmDxhtIzKxKff6eOv+MiXDd04cPcHv5h14IY5B2+oO3T1tH1n9Vi2af3KowbTf2WzXqu/PX7Pt8fv+u6EPedM3nvh1L0/nrr32tkHnlt3uNkzIbUVlaOcuNyRJO6iQbxEngQjJmfcRTcO7NspBiORxV309EVlBEVeEjNt6POTBzw7vHv7/bsa6uvG7Vk9e+/a+Ye2rTy0bc1rO+plTYxMKu3bsHR/w9Lda+dvWTx5zbQXJ/bttG3VK93uveX5R+8Z2PGhfCVm27ZtsvZFNGXJgnkdH71r5FNXDu/2y7UzHlk2sfWcUa3eWtFqxJD+MRLjfLm3/wzdjupKQ/fbHXD8mEewGOoKwbGH+D2h6Tja4a8s8Sdll9DOwil2EGP8wI/tSYm0gzTM4aHwQ5GW6+JOvhCoBQKNErNz096PwmuHDv6q5Z233nKzhifbPPHG66+ZdxMkptvlKjHtlr7wg3G3/HLmI+2X9W23pM/V4x8844XrO0173ulBCpWYn4x57JyR9wxqeP7l3VMHbZ8+ePtUE0btmn3t8i4/XdJe9EXcpeXyDvev6PDgyg4PrezwyMoOrVe079kw8Jop7RPHAMxVKTGmWIhMjsjMkQbpyJcvmS99tnTSqi/6JH5ZGSMLe+V/2ZY90ovLxsRxoyZPeDkxC6MxiTEv6rO63bYPzpq8/6xpB86ZfvC7L209p/vRAbHWo1dc0ntxi94LWjw/v0Wv+S16vtLiuXmNoce8Fj3mXdJrUWIWJoKs7JGbknT8SZ7JK7cp6VCTmI1ZByMbco4yZqNnrScuTORP2emfl67mqRve/V/+/OGOFbN2r537zp4Nr21fc/i1nU7Yt2HRW3vWbV8yedHLz8vtU6+83GfOjEl1MxMeexhcE3Po0KFXX311aL9Odb0v3TjoDAkL+1w4pe8t76596M8bfz1hWNc333zTZyQmqmsPjj0kjg04EYI9sb3HuYrZxYg/MFjg4BiJk4ItUlGC4hMndDwm0Y1CuTlJOeZhwwn6RwxGg8KJE2VFtdCXcI4QKAsB1YiGdcvtUL9m1c033SDhtltvbti43n7LSIwsSJX98r8dvtrmomdXDZHQfOztZ466TsIl425oXdf6puF3N2vbotXgthpZD4zxId/nxMyvm3bTyLan9bn9qWUdJu4d1Xfr5AFbJ0gYtG1ix41DWyxue+3SDncs73Dfig6PruzQdlWHTqs7dFnd4ek1HTqvat+nodcvJyRMLmjnKhcmn15W+nIZgxE70SCmolNIOt4gvbXscYJYjrw1fswImVGqX+nlDeIxPoX5bpu6hzf/4fTJB5pNPNBs9J5mI3ae0XH+mnWNc0nLF88VdAvmzYgK8q5PLhpHxlfE3mTYSYIQkPMVgxGhkRklWQFj/j/46i7VF9tjBIh4nn9eGnPphAEiMTtXzH5zZ/3hfQ2vbVslBlPX7p7pj94pYfKDt8qfe9bOf3NX/Zs716yePvjgjnUrpw3zySUoMf/6r//6xAM3rx10zqzel6168Ydbhzbb8uJx6waevWDYLaMGPvn73/8+ZgbExxJiJMbpYu0BhvjhhGDvGxy98B8+8emYfc7UJ05wxMU565hEghIT4yW2S0VVQTBOsEacOD6synKhJ1MINFUCKjGOi8ifUyZPuuXmm2bNnOG8FS8xJ957QY+VQ+6e1/m80ddeM/EX98288vI+Pzml1QV3PvPAqNFD5s2ZmrHESGlWLJnXaczzp/e+7c6J9894tX+vLWN7bxk9YOs4mUK6ZmmHO5fnRl9EX7qu6fDcmg696zv0re/Qpz63MWxTz+vHtPHp2DzjyF3TIiXShetciYxGiMTIGIxoijqNBIlggozWSJwxo16Sn1Vav2apZy6e0S5oO+vhVe9eMvv1ZuNflR9CEon53nMrb38h5CF7Mxetmr187cL69cvWrl+1fl39hnVrN65dt6FRd3yymzT+ZZlCkgEYMRidHpKFQaIvshrmtQN75I4t+V+39+/doUNQZiBKmIj8+eRix5nct71IzP5Ni9/es05GYvatXyjWIvoyqdUtYjDj7rle/ty5Yub+hsWHNi3dtnjqO4d2yUiMTy6OxMgQy9D+zwzv27Fj20dP/uoJs6aMmT6m3/h+rZb0v7hh0Knjely/tn515UtMVMfvaRUqFqEDM0GvCh2iSBxEcdwlOEDik6wjMVFDQfH+Fyo0oUMyTvpR59hUew7OCwIVQiB0JEaHXsaPG+OM0MifRmJkW25zcSKceOe5IzcMbLPggQdn/+z6gT859b7zr257a//BvWUUX7ppE1kPzGAkRrslSW7whCFnPnfrxS+2nLa7W98tgzuuH3r5krYyBiMG03Vtp94burzY0GVYQ5cRm46Gl7d2uW3UEz4dm2ccuelGlMWs2NVZJBl4sMXF3pb1rWIwixfM3rwh+x9Uuqv7jDsn7rxl6bvNRu5q9tK2ZiN2nDp65w/azn243/x16xp/RLphY/2gSUv6TFo6Y8P2uo1bF23cvGLz5tWbG5atrq+vz2Nhr4wkyVIYOTUxEtEyGY+RQRfxFflfbiyfMHakjMroHlkWI8GMV4nNyFEif56ETbSRTz+Qk5iGJW/sWPPWzvrtK2aoxIjBTHvkjnH33iB/blk0adeKaXtWzdo0b+z7v31z5kvdfXJxJGbOtHEDnr5HPqtiM72PvORmJbnLesf2rRNG9pnZ57rpvX62af1quQfbp58LHfyIGYmJ+lqf2FsnznHkZRVRvX6UefgnHu8ZoWMw/iMxPhITfwpRQ1+h2orEVEiXRjFqjYBKjGiAZzDmIfHl1mDnqBPvOHf0xgG/GnPj6Y/+8MLWV/Uc0H3G1HFLF81xoumBmUmMJCS/ijxp2uhznr313F63DN/Y7qmNnWQi6d4VHTrWd2458ubTOl932lPXh4TuN/h0bJ5xRo8c+vKIIaFB1u3KuIttMNK1i8HItI65XcgzF89oY6fNvaht3eObf3/e2N3ya47NRu5sNnr3qRP3/rD3yhZPzr7n+Xm/fm7uLc/M7Ty5fvi6PePX7hSPmbtx24KGLcs2bZ72yrItDY2i45OdSIzomk6NibrJY2Be3bNdlEXuu5bT1PkjWSsje2RURiRGYspOHZeStySOTy52nBfb35mTmA0LD21ZKmMtmxZMFGuZ0vo2MZhZT9w19u7r5E9xl83zxm5dMGHtjOHvv/va+D5P+uTiSMyAXp3nzZpiLgrvv/++GIz585133pkxbvCw7r/q36uLp8TYoxrOCIeZ+/DvO22bCc5r2HuciZWYHtcpRmipHIsynXp8Gcz5BscwfBIMnqxzFsFEQs86yhqdyFGlDapVDOda6044XwiUnoBKjFiFZzDmIfFlcMU56p/vOvcnXX95zv2XdXmh86RxoxbOmxmarB6YpcRIWmIDsuTz0t73nNPthrbLHxqw5eHHVnbo29DurtG3zZgyLir4dGyecVYtnx8VZNWIkRjptkV3pONftWz+ji1rPRPPN5rM213ZdnrLiTv7bn+/2aAtzV7e2WxcTmLOmr73grkHrpu8tdX0rc+s3N9/zd4R9bsmrt85ff322eu2LGjYPGPx6gVLludVsGWL544bPVzGYERiZDZNhEaefSd3m8tKXh2IEl9RjxG5kXdl/khpyKSScJg3J4/1N8rhhUdvEImRm6vFY/auqdtYN1qsZfx9N4y88+cj77hy15+/K39umDVq/YzhG2YOr58y5L239g/rdr8Pw8Qn9kZ9REMlxv/zHH941JCMf/rVEjMvjHlFdobBCgeSqK2FZ0EKEIBAIgGVGLEKz2DMQ+KvW7PEOeq0ey55sNsj48cMn183PSZBPTBjidEuatH8mY8Oe+q0ztc/Unf/xB0PT9j66F2jb/fpvYoaRyRGh2GkCxeDmTJx9LrVi/MShRTFmz5z5vn3T+nX8G7bNYebDdvRTO6mnrz3e9P2/XjO/pYL9rdZeqDHiv0D1+wbvX7vxPW7p27YMWfjthkr14+auqBhfX7TW6KP6jGyBkjvORJ3kck12bZXAunQi0yiyeoZkRhjMClm05594Mp/+dMfd6+atad+zo4lU9bNHC7WMuKOK+e0vWdeh/uH3nxpTmKmv1Q/edDaKUNWTxj429f3Dmh/mw9DJCbxklHUCD5eEhwc8iyST+IFJpVhFp4lIRoEapyASoxYhWcw5pGLv3qxc9ToUUNmT5+QnNSRA4siMZLo2lWL+oztf/pTN948quX8V5/4TWVIjPTccqeSTDbVzZpSjEf0BntocYuew2dc8NCMnusPt1v77unj9pw6ee+ZM/ZfUXfgnoUH2y072HPVgSHr94/e8Or4DbunNeyasHxjnzGvrFq5LIVdGY+Rc9RbkMxaZmc5s9x5rgYj0iNjMCkMRs602z0t/vzhB9uXTN25bOrGuaPqpw4VaxlyUwu5QemVjg/0v6a5/LluytBV4/uvHj9g5fj+hw/t7P3oNSkkxp5iSNyu8UsJpw8BCECg9AQaJUaswi8clZjVi8UWPI9youmBxZIYSVee6jZ4/JBzut961ZCWd47y+gru08OljiMjMfIUGRmDWbqoLl23nS5rUcXnhk2X8ZiHJ27rv/v31yx648wZB6+sO/jAotc6LT/Yq/7QSw2Hxmw6MGHjnoFz1nQbWrdkyaLUa3Rsj5HJI/NEHPtuLH2CjmhNIQYjKLrefdGf/vj7LQvGb50/bu3UwasnDRRrGXzTT2QYZkGXBwf+8qKcxEweunJcPw3vHNzRo9XlPgztkZjSfxrJEQIQgAAE8iKgEiNW4RmMeUh8ebKJ51FONH0kytJF8wt92F1MtyRLfSdPG3tuj9tP636zT+9V1DiiL2NfHiZ3g6dWhNTFE4+ZNGWqrI+54Im6+0c3dF35VseG97qtP9x9/ZsDG97os3Rn5wlr7n9+9rPD65YtXVhg8YzHyPJe89A/fe6f/i+hwDEY5fD03c0//MN7f/7wDxLMM+5kNUyfq37Q96rzX7jy+7pT3MWE7vdd7MMQicnr8kFkCEAAAuUlEKURMRf8FIcEU1ODkf9DM/J92F18tyR9qtzbfVmfe316r6LGmTC2uMt4EznIw+uGjpv2q2emX/TI9HMfnH7+g9MuenjapY9Nu6XrjOdGzJkzb+6aFYUajJZBPUZuOJKxlqiQehbJnGa3uy9IEXyqWBolAQIQgAAEIJBIIMpgpK/JRmK005Klvj69V1HjlGAZb2L55X4lmcyqmzU599j+mZNkQx4+uHj+LBklK3AAxslaUou5UUveKnxCTQqfIiQiIgIEIAABCECgcAJZSkzhpSEFCEAAAhCAAAQg4EkAicmNIREgAAEIQAACEKg6AkgMBgMBCEAAAhCAQFUSQGKqstqqTpYpMAQgAAEIQCBzAkgMEgMBCEAAAhCAQFUSQGKqstoyl1kShAAEIAABCFQdASQGiYEABCAAAQhAoCoJhEiM7OIFAQhAAAIQgAAEKpaADhqFSEx5H2xM7hCAAAQgAAEIQCCeABJDC4EABCAAAQhAoCoJIDFVWW0UGgIQgAAEIAABJIY2AAEIQAACEIBAVRJAYqqy2ig0BCAAAQhAAAJIDG0AAhCAAAQgAIGqJIDEVGW1UWgIQAACEIAABJAY2gAEIAABCEAAAlVJII3EPFfMlyfFyZMnSyku+eh11113yZ+LFi2yDz/mo5e85Zks0SAAAQhAAAIQqBYCaSRGXMH4QeYbieC2bNly4oknRuX76U9/2qSAxCTCJAIEIAABCECgegmkkRg5WxnbyFxfNMHXXnsthqYYjGhKfNbmcDNg5IzQVH5tSYHjORT1FASyvFJk8cc//lFKLv+nOJZDIAABCEAAAvkSSCkxks21114blAkxDJnokZ7M5yUxH3/8cWdYJV44ZPrIZCrHmp5eOl1RFk3KB4F2t3n1uOYQJ33JOiYdKaFB4d+7y1mUcQpM5+h8MDpxdIiuupRRznTo0KEpTrbAQ6T1yqvAREp5uFBK1ypKWcjEvPDsREREgEB1EUgvMXI5CJ3WEbnJF4E9rhPfBdraFOoEdocUOp0kVuHol/2nUQd7ykxly6QmZ60DFZKXTcDRjtNOOy0oeRLfx06QmHybUOr4SIwnuqYhMdXo2Z4VRDQI1CaB9BIjvKQvD53Z8emnHdxyidSk/CVGu5+YaZegxIj3xM9GhUpM8BDZEzoQZRc+Zs4rkQ8SU5ufRs662ASQmGITJn0IlJhAQRKjoxGhvXWKOQXVgvgOPmoOS/ZLSZyxmaDEyE1MZqeMlOjMl30KURKjdz85I0+Sqd4hZdKUaKb+RHTkT0lcp5MkppEhSSe+mh0OMg4kuejwj05DSMl1pEeScmZDzFvyrpTQrG6R/ZKIcT790xRDimeG0JzpJDlETkQLL9nJgXbhDRZ5S2vHrnr7XUnEnIWmICU341Xybvx0W1RkOUFJVjI1hZRi2EnJtnlLstNimFOwR2IS2UoupgU65yK5mJMVVnYzNmMY2lp0FsmeTko8BYlg8pUNecVPRcWUU8/XFFWAmBYiZJxkTcG0sgw33S//S2OQwtj7TTn182U4x7MNfddGaoY/NcFE2oaY1IU5Kdmp7U3+10aebu1Xia/RZAcBCMQQKFRiJGnbDEx3LteOfJem6rhOvMRImjFDKc6VzpEYufDZU0J2PxfUHXs6yfTKknvoFJWRm6hFAzoTb4Pylxg9ypiKOpNchVWPtM+w1UTdRd5SmzEVoXhNv6IHmj8lZqjE6NiVET4tjDlKZ9n05nbtz2yJiX9X5xD1WJ2Yk1yisMRENjUl2WlSqo8mKYWguIwJmXftJhfPVjMybCWy3cj1T81FhdX0nVp4KYaco0RTzrYpxp+CtnlTBZp4zPKU+HJqA5YySH1pCzFKreW0P7Yqf/pJ0XeVm2ahYKUkmoJTTqeBxbNVek6r1jYZLKfSi6etHql1YT4+quPyp34nkVe+1yj6EghAoNIIZCAxco0LXf8R0ydFUfBZMmJ/sTZKYcuTsRNHOGwvcb5xekqMFDtUYsxgjN21yPVRrpKhZExnEMXB9KyOwejl2warXmXMT4dDTLK6bsn06KZnVZ+z33L6cnMicqxEs4XPFMDJ2vRt6nzp3nWGefREopLSyFqt9oHa9eqxOsxmf+G2O2OtUEMvX7aGZ1Qudvfv2HlQYqJOIbQKYiQm2AZso5LztRu/XfIgZ1sHgxLjDJ4FyylN0RhSPFvnXW2fdjkFjvFjH9p2i7WBMJ1UaT0Q5YFAgQQykBgpQdSdz/nef6HzO56npF+z5ELpjM2Y3iJGYpweJXOJCQLRr7wmo/hz1J41aDAqMU4HZrphZ6xFs5AqMD26GfkXzjoPpW/pld309HYWKjo6I6YvLZXxA/u7rN1DaJ9n9yX2u9oP2cnqu6HjcPGRg92S3d3KKTsyHS8xUWxNB2+XWWclBIUwkW37Lc1FG7OTo9ZLUGLslm8fYitI8FinIcWX05E2U/Uma1s71BtMqwhKjPNRDZbTTiGm3ca3aj1Bu5bzpR2P2vNqQzQIQKAyCWQjMXJuesEKvrK9fzV0+Fd6SjMWYneEjprYy5Dt6Qa9suvLdKL2sI19sQ7G1Euw7jddoNljrznQbkBfiRJj1qA4K0ViOoPQb5l232O2dfWDft/VZx8b0XF6lNA61fIH++agxNinGXw3mHioxNjc7EM0crzEBHGlkxi7Pdhl0Bq3m5/9biYSYzfLRImJL2eixNgDHo7/JUpMsJx21WQoMfnSRmIqs++hVBDIhEBmEiOlse9DNpdy6R0zXD0nyUoHHFQZO2ujTUHhsMdsNJp05IkLe1NITKjr5CsxGt/xrUSJCS68Nc6kX9PldEyl6BJRycKehLKzCPZMptn5SEzUSEzo4ERUg46PXJqRmFBBNAUOVop9LqUciYkvZ6LESAQde1PBtb+B+EiMM/JaPImJmU0L0kZiMukqSAQClUkgS4mJ+koqoxHxN574ozFyIGnKFVMuWPKy152YdYih4yuhmhX8cm++3+tbKSTG2JLeziMp6GiH/0iMDjOoYNkeE/+NNjikb6/Y1S5KUjArFcyKWnsIxM7Cnl9wqkm/tdvOZHdawWXaZlZI0tF3PUfp4iPHS4x2abZGm+kwPR3b0hLZOkLp+FzUKtECJUarwHyCdAlaTC9uL2QJfrIcKw2lp6ti7Y+SpJMoMcGZO3sqM8ORGC2JP20kxv8CS0wIVB2BjCVGb2YJThNEXf3z5RU1u6H7nVGf4HCIM/FkjgrGLHA6KdGW4k/c7mkcj4nvDPT6rkaiK6AdCdM95huzuWPL7hKCF33pnzSCDlyZ2tRbivQtc2u3cT77ThBJUxuGeVf3GI8Rz9DFN6FkYiLHS4x2+ep2gkUKrMUwufhLjGGrPqELtw1qSVaXxWjK9h3sBUqMrq/SNe+qBfJKHIqQyMFyOtJmZN3Gbm7Bcz6ziRKjFWFW+9pNUTLKUGLMHXOetO2s9ex03FHSyerLVb7XMeJDAAJZEchYYsxlMWgb9nf91KWXPi+4klf1RRd52CkH1UTf1W5YL216rc9cYiQXx2O0E813JEYLrElppxLfGTj52pZgzt0ZmQiOtThZ6CpgU3L9mq6pSf9q3pINLafdI0pMw9leb6FdiFqOeRkfCjaPmMjxEqMZScGkGHKm+oiUdBIjSTnDaTrMZlA4azXMDF2BEqOctcWq58XPXsWX05Y282l13FHvjnZmgRMlRj9Z9ncYe3YpQ4lRIP60naztj2GUNKe+QHEgBCBQYgLZS4xeQ4MSE7wsFnKq0jPJBUhfeT3sIbhAp3gXNVPIQs40xbHFyFe4CerQ5U1aC4nl1CElRzRNUX2+E+cVOao8em9LYmljIsS0OmmKnjQKKYD6YmIKKT4diWn6RNB8fSrUJ7WYOKlp64EZrtUr8EQ4HAIQSE2gKBIjpTEP7rRtxnniSOpCF3KglEeXLupcgF1Os1KkkPQ51hCwu3PZ1uU4pecjgyWmu1KRymRQsJQnIsU203nB4a5SloS8IAABCFQUgWJJjHwPs+cgjMqUpRuziYcOEemEFN/Msm2azoCcVH0Jvp0HT8GZd/AZw8iWQ+Gp2Y02OEVYePqkAIEmRiB04v7aL/a0w+Jx2/zP+rVd7w19YqEcPnvwBv+jyhJTz70sWZcl02JJjJxM1BPwyvs9WNcW2DP38qd0bHnNSZWlqqoxUzPgX168OhdWmjmOIlWTmTwtUvokC4GmRCC0I1eD0dPc1/CObPt7jH1s5YNCYtaJ2mRST/YjWIwa+6yfyCR3EoEABCAAgRokkCgxwsR4iW7IEMuEHquUVcPCA7pTNkxM22OcCCZOTCImjgzqSEbP3jZdNkx28qeW4cP3/xJaBtkpb8mBprQmZrB+kZjMJEbgOnegeD4apAY/dZwyBCAAAQhkQiCFxLxz4A+a9Y7Vb4goyFCNSIZsyJ+28cRH8ElEEhT/kJRFXIwwSXa6U6erQsug81lqM7JhlAuJkWGXzp07N2/e/BgdgNEZpkxakiRiHjshraoalyNkxYF0IAABCECgNAQSJUYtYfXMPY6gyJ86KKLllA1RBydOYgSfRMy4jp2agROahe4UdzFDOFEwGYnJTGL0UWPanrJ63l0mn4HQZV+ZpFzURKq02EVlQuIQgAAEHAIxEmPW9qrBBCXGWf+rQmPPJSVGMPHtmKGJBHO3i+QcLu6iHqOjODEqg8RkJjHmBuasfnnAvk3DtFqnvXr29FW6hLuQYhdyLFdJCEAAAtVCIHEkxj4RZ9Fu6NCIHScxgjMSY/IKmlBUzNAsNB2ZsRL9MrNRoTWCxGQjMWY1jPMjLAV+DIKtM3RPYi5V2qMXUuxCjk3kSQQIQAACFUKgEInRRbvOIpXgqt6YCAIhMRGToBNTV7qEHq6remVBzF/+/O9mnguJKdYt1ua+pMyfv4LE1JRlV8g1kWJAAAJVRKAQiVGHMLcL6Vk7ozWJERITCVqRruq1705yyiDuIveE64EiNNydpFVTFInRX8nRl/0rx1l9BuwGqj16cI+dl88klEkkSpJiJq2cCayo+azQYiSWUyPYxxqJsTNKLENMhKgCZ1VfpAMBCECglARqfNS5pr7oZi8x9jPuivRcu7wkxonsGID5XPlEi/EY2zNs7UhM35GYfI+Nd5fQAjtFigJSyisOeUEAAhDIkEAtfzGrNYHLWGLkdiTzMNxCbkeKf7iqv8TE9OJR1mKP60SNyiSqRnBwyFbjxEbmU7Z8y+AUKfHPDC8oJAUBCEAAAhAoBoEsJca+obqQ30iSsRzpxeMfVB8U7VD1dmZhfIZbnKERZ1wunV7EFCOYXejgSuiITqKI+IzERKVcjNZGmhCAAAQgAIEMCWQpMVndUC3PxJPhnPiTzEtiQpOK0ZGYfr0QifE5o+D4SiEiUsixGTYykoIABCAAAQgUg0BmEmPfUF3Ir/3phFTiQI6nxISOVQRFwTNaIU4QPNapTk89yrYMeU1yFaP9kSYEIAABCEAgNYFsJMb+oUeZDEpdGjlQ1gJLz+rzAwXORI+KSMygS9ASQoUgah1MfGR7wsgokWf6zsCPk5StXPG5ZPhuITXIsRCAAAQgAIHSEMhAYmyDKfD3HWU9r/bEBaZTGnbkAgEIQAACEIBAGQkUKjEZ3lAtYzDmziaxmTJCIWsIQAACEIAABCqfQEESI2tfjHbIhlhIupesCDbpBGdzKh8iJYQABCAAAQhAoPQE0kuMfUN16C3EqXfKr0WWHgQ5QgACEIAABCBQXQTSS4zcQJRaU+IPlIGZ6oJIaSEAAQhAAAIQKD2BlBJjbqguhscU6ccKSg+XHCEAAQhAAAIQKB6BNBKjd0EX78Wq3uLVNylDAAIQgAAEmgyBvCXGvqG6SB5TyLPymkzFcCIQgAAEIAABCMQTyFtiAAoBCEAAAhCAAAQqgQASUwm1QBkgAAEIQAACEMibABKTNzIOgAAEIAABCECgEgggMZVQC5QBAhCAAAQgAIG8CSAxeSPjAAhAAAIQgAAEKoEAElMJtUAZIAABCEAAAhDImwASkzcyDoAABCAAAQhAoBIIIDGVUAuUAQIQgAAEIACBvAkgMXkj4wAIQAACEIAABCqBABJTCbVAGSAAAQhAAAIQyJsAEpM3Mg6AAAQgAAEIQKASCCAxlVALlAECEIAABCAAgbwJIDF5I+MACEAAAhCAAAQqgQASUwm1QBkgAAEIQAACEMibABKTNzIOgAAEIAABCECgEgggMZVQC5QBAhCAAAQgAIG8CSAxeSPjAAhAAAIQgAAEKoEAElMJtUAZIAABCEAAAhDImwASkzcyDoAABCAAAQhAoBIIpJSYybwgAAEIQAAC1UagEvpdypAhASSm2j6ClBcCEIAABNISyLD7JKlKIIDEpP0ocBwEIAABCFQbgUrodylDhgRSSkyGJSApCEAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIIAEpMCGodAAAIQgAAEIFB+AkhM+euAEkAAAhCAAAQgkIJAFUvMMR+9/E87xSH+iRMTAhCAAAQgAIFSEihIYowTyIYWOrinqCej2eWVRYpD8kqfyBCAAAQgAAEIlIZAQRJjrMUua75WUch5pjCSFIcUUkKOhQAEIAABCECgSAQylphSGkyoQiViQmISEREBAhCAAAQgUBUEspSYoMHYa1Ci1qOEzkA5O415OIkEjSRqPsveb5fT2W8nWOKpsapoLhQSAhCAAAQgUDkEMpOYqDGYeO0ISoNBE/VWUEF8DnFW7eghjgPF5FjiEabKaR+UBAIQgAAEIFCxBLKRmJg5Gk9RCFpFvhITlZF/AZzxnlA3qtiKpGAQgAAEIACBWiOQjcQERzWiDCBm6MVJxFYK+62okZioiaEYiTHJhg4XRc1A1VoT4XwhAAEIQAAClUkgM4mJ8hj/gZBgCrZbOJ4RP3Jjs06UmGDFxAwsVWYtUioIQAACEIBADRLIUmJCPSbRIUJXqwQdJV3iia4THL+JyroGGwenDAEIQAACEKhkAgVJTOj9O6HTOmoqifEdUj4CFBonOJQSLyuhM0ehpa3kuqRsEIAABCAAgZoiUJDEVDupKNep9vOi/BCAAAQgAIFaIIDEfOxXC+xVw7VQ/ZwjBCAAAQhAoHoJ1LTEODNcGEz1tmNKDgEIQAACNUig1iWmBqucU4YABCAAAQg0DQJITNOoR84CAhCAAAQgUHMEkJiaq3JOGAIQgAAEINA0CCAxTaMeOQsIQAACEIBAzREom8RE/UpAzdUAJwwBCEAAAhCAQCoCZZMYKW38s+xSnQ4HQQACEIAABCBQKwSQmFqpac4TAhCAAAQg0MQIVK7ERD31P+rHpRN/04DHwDSxtsvpQAACEIBAjRMov8TEyIrWjT3rFJyBiokTFbnGq5zThwAEIAABCDQNAuWXGMMx+EtGUYLijKlEra0xetQ0qoqzgAAEIAABCEDAJlBBEhM66BIUkeDITcyNTvwSNc0dAhCAAAQg0FQJVKjExEwh2cMzOiQTNYTjjPGwJqapNmLOCwIQgAAEapNAlUmMLSKJa2WiItdmTXPWEIAABCAAgSZGoGwSEzoHFNQOZz4o6tYkMx4TNBtWxjSxJsvpQAACEIAABJRA2SSGCoAABCAAAQhAAAKFEEBiCqHHsRCAAAQgAAEIlI0AElM29GQMAQhAAAIQgEAhBJCYQuhxLAQgAAEIQAACZSOAxJQNPRlDAAIQgAAEIFAIASSmEHocCwEIQAACEIBA2QggMWVDT8YQgAAEIAABCBRCAIkphB7HQgACEIAABCBQNgJITNnQkzEEIAABCEAAAoUQQGIKocexEIAABCAAAQiUjQASUzb0ZAwBCEAAAhCAQCEEkJhC6HEsBCAAAQhAAAJlI4DElA09GUMAAokEjjnmg8Q4lR/h2i/21FD5RW1KJZTG0zTaT1OqlMzPBYnJHCkJQqDmCGhvYYesEFRmJ2SkxEdNKt9djgm8pPqCO3WP/ZZTy1GH6FHBl2kw5i27uoPvpmhUJsHQ1DLJIkWpOCRDAkhMhjBJCgK1SCDoGSUzj5JlFFqvnnbiGa1cTSdoGGZPXm+p3Fg6Er4d8J6PjbQ5FVp4/QatKL4AoaZVrqohXx8CSIwPJeJAAALhBEK7mcL7Hk/cJcuoqUpM6BhJjMSEOkqiuESNxBzxnqMSo9vBPZ6NITRafPpOdokpFFISji0SASSmSGBJFgI1QSBRI0KnDEx3Ffzm7cQPnV+wD3fWPQQPj8pLOzD7cPtPn4kGe4jFzCs5E0z2xJNpEM4SmcRj9cCoaPa7zqhP4lqcGL04wudj00BRAy0RfX/4FFIwsj3jY1tF6AhfaHWbqrR06ujkpr1Tt2M8KapJJLbzmvi0V+RJIjEVWS0UCgJVQiD+4h7VWzjqENW1hEaL6edCs0tMJCrBxH4r1BiMUtjKYlemoz5BQYlJwTak0HTUdRLLYPXrcaoRulbmo8pKcJR4PbKBeEpMYlty0onxlZik4o2nSj6UtVVMJKa26puzhUC2BGJ6+tBv0p5di2dfEv+V2j+vxP4vFFpQYkLFJco2ooTD3u/oSJQABSUppmwfF4gEiYmKnOgoiRGcKg5WZUzleoqsHS1qO7TqY9LP9uNDaoUTQGIKZ0gKEKhdAhlKjPYcwfkCu7fzeTc4I+CpRLb0JA7DxKiG81Zw1ik4xxQ1DRSceAp6UujCYef+qajFxXlNJ/nbz5GqzG86qcQSYzTFlhjTcqJG70r2Oa/wxeAl4+CTERLjQ6nK4uQ7L15lp1e+4jo9aCEFqZCLVOHFCO3sdWe+IzEf7yMb13vGpB/zPTs0Kc+v11GFD1Z34SMxQSPRPVH14jMSE5+Ccxb5LuyNWvMbcx9T4sckCDxqj08LcRpM4lhd1EhMUHwTT8QngrNkKvSQQj6VzoRjIUn5nE4lxClUYuIfMOCYe+JjBtTfTTQ93MmiEqgFLwSJX2hCI8Qsu0tckRfDIWb4OhN6zvcVn++smeTrn0jxSuh5ssHvwZ7D+/7nmEnMTK5xnt1GVHcSP5Xj+e5H1wr3VhdbXDy3nWieHzTHPHymkOxDghWR6CtRWZj9nteBvFbvFkNiQoHHGHBMPcY0g6hc8mqW8R86z09TYjS7BkOvJPEpeNa7OZfEi1Uml5riJVKQxBT4FIGoLwHxa+D9RymLR82RM8+MYjwmmIKPsPvkm/iBCU0k8aiYfsunVEWNE3/5KzBrT4lxujTNNJFqgWXzObxIZbCt0SmGM7mjfYkZ0wrdDo7w20cF257TD9kDZlF5md7OjmxKnljLznVfK9d8ZqO2g92GaRihn3fnm0x8sqFfezy/C9lfFC0Iwa+ouT1H6iLk5VwVne+i8Y3T8zMb35Y+XgD30YvBY00bCD0wuDPx8+X54UqMlqih2UpMxV6sEoFrhHJKjH4YnKZv74zylYryGP/CRElMsA1pG01s6z51nC6RxKMqVmJCu5/EPsmHZOglL+bAUIaJYP1Lki5m2QuQrtglPirDBlPikpNduQj4X7TTKYj/+Ip/TMMqWKQqulBkLDG2xQcbU3CIpdolJmYwKfSLSDB+aNMP7gx+o3K+9tm0bZGPOtBp6KFf8mLacZTEON+wrfYQsmAzOFMQ+h065nt2WBuL+6md0OLFfL0Lfk3XwoR+fXcKEy8xofydSjSVYtqDsxEaPyoR1WKnPTiFjGktVXRRK7Abw2AKBFibh0dJTMyHLvhxi/nuGvUBDP3MxthJaO0kSkzwuhG8FpkuKf66FNrX2AUOTSemURUkMUeu5u4Slo++sIYsTa8FiYmZYFZcoV1dsC+Jas3Bzk8TdMQlqhE7hzu52InEX4ns6YOo4f2go2j3b5vNR63FXcUZH81Jxy5qYg9ke4xzjqGZBsscel5BXDESE/UpDeWfWOM+lRiVcrA92M0p6t2m2kv5uGlTPXfOqxAC8Z+j4CXa2eP0+qElibmeRKUf1YkkXqxC+6OYjsa+oOWFIura5V9yiVmoxFgdUuN06UfdkpfEHOkhGmPGbAQ6G9+b9wpplz7HxqwKCuUQJTF2ncWbRFZNxOSY+NkI5RAznZQ40+RIgBnbsHUhcY48SlZCjcoZ4Imq2SiJiSpYvDDFg/V/N7HGo75F+dRsVGMzX7N8PgXEgUCNE0j8kAY1xefjGS83UaqR4ruHWogJMfn6fNGKUrT4Y2PMKb51ZSYxTp8dNc9iS0/UIUGbqSKJsYuaqDjx7hL8Cu58g/f55EQl4rhzTMo+EhPjHzE6EtSXmJkjZ+zHU2I+amMhwz9WU4x7QrmTQozoOKDy0hTn8pFXzUZJjLau+JqNN+bQFGq8u+L0IRAkEC8Bwc+gs8ckGHrRiHGC0HzTSUxUGZwsMpEY0/H5dE+J7a0giYnppP0l5kj/Fz6KU/kLe2NKmEgg2DSj+pu8ujRbjGK2Q1tGYpdmd/wBswx/sEf8mIqPE9iuk9igQ+XGZ4jF9jBnO0rRMhmJianc4JUuNHKMxAQvTFFfd2KunlHX0MS6IAIEaoGAzwfQvhTHXGbzlZj4y7hz/Y+pi6jLQkwKib1SPBZ9N4VvBc+iWBKjamLnF/NnlMQEEwndU8bPiaepWH1/+JoY008k9lKJTSe+ZQQPT8wxFG/i+MrHqz5yIMRzGYqm5mM8Qf/wtJOYaD6FDFLy+QzHVFbo5Syv2vep2fgEC7zEFL7EpPAUynhxIOtCCBRe9YWn4Fn+mE964mfQ/yPmf0HwT9OcoOfFKlTFPC9iPqqXouSSe6ESYxb2Rt2ME7ryN2o5sDpK0GnsXDwbVsmiBeUsiknogpjgt21baGxn15gmfr7bdnu1M3WSdaJFGUzU5I7Z7xwYs98yvI+5TughUelEZedcyOLTdJbOBCPbe+JLYlO1a8qzcvW64BwYVeOhaYamYMe0I+TbNoKtIqY9FPhJjB/uKjDx1IeH1m/UZzl1LiU40LlYleVKW9WNJ/7THf8pdj6DoZoS9elO/MyGfsBDW1TwFILHel6LEq91dgGitCzfz1FBElOCz1jlZxE1oxR2oa+U9ciVT7XsJSxv3+l8vGOubmUHJQXIa1gu3wKXtyKiShv1lTHfmso3fr70EuPbl6+o7cREjrSBlBe3Gmw8Po3KhzlxlAASk0FLCB2FstNNjJBBIUgiUwLl7TurSGLiFyEVjrHwFDJtF42JITEO1XQSU5uNJ2o4pBgNtRbSRGJqoZY5x/wIeE5a5ZdonrGjpvnyTKbo0eMlQ98NXZ3gOV1o0q+ESsmr+4kZWlcHiplrKMsITfxtCs44jT3vH5yE8pyWovGYFlWWGi/61aEkGSAxJcFMJhBoogQS+yHbQgwD+6j4CKHvVhTLqKl9p38KHbzJakQnEyCJtylohNBZp3TTUjSeTCquxhNBYmq8AXD6ECiIQGI/FBQX5xAzWmOXw3GXypxU0gIHJSZ0NtDTdQqqjMIODkpM8K4FR2Ksyj26JsZ/aonGU1iNcXSOABJDO4AABNITSNcPOTekHOkaw3/0qmJnkZyBFptg8N4lozvOnRdB3cn31oz0NRc4MlRiQu+1DL2H9OMO6t5kGlpOGk+G1VezSSExNVv1nDgEMiDgvzYzfmIoRmK0lBU7GJM4EhOkbA6JWglRlhUSiSMxwRMxh8Ssp4lpZDSeDD6BNZ8EElPzTQAAECiMQOj0UNA8QtfB2Hbiv1CmsPJmfLTnPBFrYnwGYxIbiaOznguqKlmCM26OtZccElN7dc4ZQyBrAvb0kEnbngkKzgqFzhM5O+P/zPok0qQXvAXJpOK8FXW7mZk/Ku/9aMEZIqsePzY3FHXnkXmQhOetScF24hiM1r76h9k2cuzsCUar/MaTpsFxTIAAEkOjgAAEIAABCECgKgkgMVVZbRQaAhCAAAQgAAEkhjYAAQhAAAIQgEBVEkBiqrLaKDQEIAABCEAAAkgMbQACEIAABCAAgaokgMRUZbVRaAhAAAIQgAAEkBjaAAQgAAEIQAACVUkAianKaqPQEIAABCAAAQggMbQBCEAAAhCAAASqkgASU5XVRqEhAAEIQAACEEBiaAMQgAAEIAABCFQlASSmKquNQkMAAhCAAAQggMTQBiAAAQhAAAIQqEoCSExVVhuFhgAEIAABCEAAiaENQAACEIAABCBQlQSQmKqsNgoNAQhAAAIQgAASQxuAAAQgAAEIQKAqCSAxVVltFBoCEIAABCAAASSGNgABCEAAAhCAQFUSQGKqstooNAQgAAEIQAACSAxtAAIQgAAEIACBqiSAxFRltVFoCEAAAhCAAASQGNoABCAAAQhAAAJVSQCJqcpqo9AQgAAEIAABCBRXYo756BUEHfNW5dRKuQqZIt8Uh0RxzjCpyqlKSgIBCEAAAk2PQEESo71dPJSYOD6Hl514uQqZIt8Uh8R7TNnhUwAIQAACEIBADAEkJqF5ZGgGeTXEFPmmOASJyatSiAwBCEAAAhVFIL3E6BhMYsfJSEy6+k4EG0w2xSFITLra4SgIQAACEKgEAsWSGLOuItizxrxliNhxQjHZ6zai1nAEE3H2mLLFrAIJxrHtLbhtlzb0LDzLEM8tKhd7ds/hbCfojzfbYlRCi6cMEIAABCDQZAgURWKC/aVjJ/pn/CCNT5wUGUUdYnf/QUUwhQm1h9CipitbKCiHVcwpmLNw2PocEnPWjhsFzzeYXWKcJvMR4kQgAAEIQKBcBFJKTPAbf769b7zERKUW1dHGdPP+BhBaB/ZIjBPBUxTiu3NHL3xszxkcyuoQT7Yx2TkiGMOnXM2dfCEAAQhAoCkRSC8xzmxFthITlbhnR5s4k6JmY/tN/EiMSTCvAkRFdsQo1JOiZn/sksRbQijDGDJ5nVoQiJ2y7W0+VdmUPlGcCwQgAAEIlIxAeonxsRb/AZLE/j5IJK+BkGD6tsREGYxjOT7SYPffiVoQU4aoCaDENO16SYQW1c6izjSxVDGOVbI2TUYQgAAEIFAjBNJITLDL9/eJxF4w3nvy6sLtcjrbMX86FR86IhJqKv4QnHMM/pkYwZQ/hmdw0CWq2PGuE5WFsz9UaoNMauRzxWlCAAIQgEAJCOQtMT7zCKYPDk4xxL/ldIShh9s9sekjEzPyt59gzFCPcXLMqwA+juLJOYZnUGIc9XEMI+rEHWcNdSNnZzzDEjRrsoAABCAAgVogkLfE1AKUJnCOQUGJUZYmcL6cAgQgAAEI1CABJKZpVnqoxDTNU+WsIAABCECgVgkgMU225mOmeJrsOXNiEIAABCBQSwSQmFqqbc4VAhCAAAQg0IQIIDFNqDI5FQhAAAIQgEAtEUBiaqm2OVcIQAACEIBAEyKAxDShyuRUIAABCEAAArVEAImppdrmXCEAAQhAAAJNiAAS04Qqk1OBAAQgAAEI1BIBJKaWaptzhQAEIAABCDQhAkhME6pMTgUCEIAABCBQSwSQmFqqbc4VAhCAAAQg0IQIIDFNqDI5FQhAAAIQgEAtEUBiaqm2OVcIQAACEIBAEyKAxDShyuRUIAABCEAAArVEAImppdrmXCEAAQhAAAJNiAAS04Qqk1OBAAQgAAEI1BKBmpaYzrxKRaCWPlOcKwQgAAEIlIhArUtMc17FJyCNrETNmWwgAAEIQKCWCCAxzWupustzrkhMebiTKwQgAIGmTgCJQWKK3saRmKIjJgMIQAACNUkgb4k5xnopMWeP/afZDmUbTMpJsNg1IgtCZC6l2LmQPhJDG4AABCAAgWIQyFtijLXYpREdcf6096is5OsxxThbJ00kpgSQJQskpjScyQUCEIBArRHIQGKCguJYS7zE+FhRkWoFiSkSWCdZJKY0nMkFAhCAQK0RKFRiQodY8pWYoMcEB3JC09RozqRV1BxWcPYKiSlNc0diSsOZXCAAAQjUGoGCJMZnkihmGEb9Q4kHRcTUhBPH3m8nHqoyTmQ7L9lGYkrT3JGY0nAmFwhAAAK1RiC9xCSudAkVCIdv1NKZFAM8McM/UW8hMaVp7khMaTiTCwQgAIFaI5BeYszwSRBZ0G+ijCdqRXDUdFLMeuFEibGnkzQdJKY0zR2JKQ1ncoEABCBQawQKkpgoj8lQYoITRlEDPIkSE6xaJKY0zR2JKQ1ncoEABCBQawQKlZhQj0ktMSa10HUw8euF832XkZiStXUkpmSoyQgCEIBATRHIW2KC9/jY5uFM2YRGdoZSQmeUYqaT9C0n5fg/NcdgYRiJKU1bR2JKw5lcIAABCNQagbwlpikBQmJKU5tITGk4kwsEIACBWiOAxPCzA0Vv80hM0RGTAQQgAIGaJIDEIDFFb/hITNERkwEEIACBmiRQ6xKj508oNoGa/HBx0hCAAAQgUFwCNS0xxUVL6hCAAAQgAAEIFJMAElNMuh5py+JiXqUh4FEbVRCleXMmQKugmigiBCBQGgJITGk4R+aid0jxKjYBsy6n2BNnRU2f++nK/HElewhAoMIIIDFlrhC6pdJUABJTGs7kAgEIQKCUBJCYUtIOyQuJKU0FIDGl4UwuEIAABEpJIG+JCT73NuZpueat+FMKPue3NAiifpayNLlrLkhMaWgjMaXhTC4QgAAESkkgb4mRwoX+NJJd6PifMYqJGZp4VjgSf9GpNE7j5ILEZFW/8en4S4yt1EVd4JIicVpLaVoLuUAAAtVCIAOJcX78KCgiMXIQ+lYwwUxoJjpKYoRiFINuKROqiYnkJTFGL6RJpFCN4h1Ca0msaCJAAAI1RaBQiQkVDs+RGB9piP+9SSNMUb8iabJwZqyCB/pHCI4k2Sdiz6AFZ9OCudAtlebzhsSUhjO5QAACECglgYIkJmrIxHONS6LEBOXAoHH8ID6mHpViOinexqIyjSlbsBhITGmae4ESo3WqnxZTv+bPmA17LMc5MMWADa2lNK2FXCAAgWohkF5iYhQkk5GYeOeIySI4/lEMiUksgONbUX/SLZXmo5KXxARtwzYYZ7Ip+JbucfY7NpPCYOQQWktpWgu5QAAC1UIgvcSEjm146kJUtOBMTdQenzGSRJcqJEJwtEn2hJ5XfC50S6X5qOQlMcE1MYkSY4tLVGS7zSAxpal3coEABJo2gYIkJspj4gdR4k1F00yc/Un0D5NClFsEs0gsth0h9UCUcyASU5oPWFkkJjgek85dzFG0ltK0FnKBAASqhUChEpNoG/GDLqHeYNjFSEP8bI5PCvlKTHCWKlgGRmIqtt0XT2JsUwm1Fmd2yYmfl9YgMRXbwCgYBCBQFgJ5S4w9JO64QugMS7DvD55naJq2EIQqi9npHO4UIzjwY4/0RKUcPLXg0I69xxnviSqbc1LyJ91Sadp9XhJjmlBwXim4sDdKYkxMOxFNOXFFcJTZ0FpK01rIBQIQqBYCeUtMtZxYtZSTbqk0NeUvMXkNjZQ4Mq2lNK2FXCAAgWohgMSUuabolkpTAUhMaTiTCwQgAIFSEkBiSkk7JC8kpjQVgMSUhjO5QAACECglASSmlLTDJabEUxI1m53SF2us6lfz5s3L3GTJHgIQgEDFEEBiKqYqKEjxCYgBNIFX8TmRAwQgAIHqINDUJIbvqdXR7iglBCAAAQhAoGACaSSmYucjWF9ScHsgAQhAAAIQgEDVEEBiqqaqKCgEIAABCEAAAjYBJIb2AAEIQAACEIBAVRJAYqqy2ig0BCAAAQhAAALFkpjgg9uDK2nM89cTF9l4xmRNDA0aAhCAAAQgUDsEiiIxtnPE+IenmoT+fk2o9yAxtdNwOVMIQAACEIBA0SUmZpQFiaH9QQACEIAABCCQmkDpJCY4PGP/3LT5XV/zM7/B3/u19zASk7rKORACEIAABCDQNAgURWIk0eCamFCJcaaKTBxnQ/9MHLlhOqlpNErOAgIQgAAEIOBDoFgSE1zIgsT41AdxIAABCEAAAhDwJIDEeIIiGgQgAAEIQAAClUWgKBITeneSPUMUnB5y9jCdVFnNhNJAAAIQgAAEKo9AUSQmdE2M2WlWt4Qu7DUrfO2N4FoZFvZWXluiRBCAAAQgAIGSEiiWxCQ+v64YEVjYW9K2Q2YQgAAEIACBshJAYsqKn8whAAEIQAACEEhLAIlJS47jIAABCEAAAhAoK4E0EiOzNhX7at68eVl5kjkEIAABCEAAAiUikLfEiCVU+KtE5MgGAhCAAAQgAIGyEshbYspaWjKHAAQgAAEIQAACjQSQGJoCBCAAAQhAAAJVSQCJqcpqo9AQgAAEIAABCCAxtAEIQAACEIAABKqSABJTldVGoSEAAQhAAAIQQGJoAxCAAAQgAAEIVCUBJKYqq41CQwACEIAABCCAxNAGIAABCEAAAhCoSgJITFVWG4WGAAQgAAEIQACJoQ1AAAIQgAAEIFCVBJCYqqw2Cg0BCEAAAhCAABJDG4AABCAAAQhAoCoJIDFVWW0UGgIQgAAEIAABJIY2AAEIQAACEIBAVRJAYqqy2ig0BCAAAQhAAAJIDG0AAhCAAAQgAIGqJIDEVGW1UWgIQAACEIAABJAY2gAEIAABCEAAAlVJIFJi9A0CBCAAAQhAAAIQqGQCnTt3bt68+TFSRDGxSi4oZYMABCAAAQhAAAI2gRCJkV28IAABCEAAAhCAQFEJFD56Ei4xiB4EIAABCEAAAhAoKgEkhrU7EIAABCAAAQhUJQEkpiqrrahiS+IQgAAEIACBqiCAxCAxEIAABCAAAQhUJQEkpiqrrSoEmUJCAAIQgAAEikqgdBJzjPUq6imROAQgAAEIQAACtUCgpBJjgIrP1AJczhECEIAABCAAgeIRSCcx9lG+t1g74mL+NAM0epKhAzZOnOLhIGUIQAACEIAABKqFQAqJkUNEXMwJFiQxttnots+eaoFLOSEAAQhAAAIQKB6BfCVGDabUEsN6muK1AFKGAAQgAAEIVCmBvCQmaDBy1iUdialSyhQbAhCAAAQgAIHMCfhLjG0wha6JsRfEmFNiOinz2iVBCEAAAhCAQBMm4CkxjsGknE4KXZ8bXNjraI38ycLeJtwEOTUIQAACEIBAOgI+EhM0mDQSk658HAUBCEAAAhCAAARCCSRKTLzBSJq+a2KoAAhAAAIQgAAEIJAhgXiJiTKYNGtiMiw0SUEAAhCAAAQgAIEYiYkxGKaT+MUlCEAAAhCAAATKTCBKYuINBokpc7Vh3xCAAAQgAAEIhEqMv8GEr4mR43lBAAIQgAAEIACBYhMo0ORCFvYWmCKHQwACEIAABCAAgRIQQGKYWoIABCAAAQhAoCoJHJUY/VElXhCAAAQgAAEIQKBaCDRv3vwY+ccLAhCAAAQgAAEIVB2B/x+uW1JHs4f0ogAAAABJRU5ErkJggg==</office:binary-data>
                              <text:p/>
                           </draw:image>
                        </draw:frame>
                        <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="6.498in"
                                    svg:height="0.3894in"
                                    svg:x="0.0028in"
                                    svg:y="8.6669in">
                           <draw:text-box>
                              <text:p text:style-name="P38">
                                 <text:span text:style-name="T22">Figure 9: The Sigma Knowledge Bases page</text:span>
                              </text:p>
                           </draw:text-box>
                        </draw:frame>
                     </draw:g>
                     <text:span text:style-name="T7">A</text:span>
                     <text:span text:style-name="T7">fter you have successfully run </text:span>
                     <text:span text:style-name="T15">InstallSigma</text:span>
                     <text:span text:style-name="T7">, restart Tomcat and then direct your web browser to this URL: http://localhost:8080/sigma/KBs.jsp . <text:s/>You will experience a </text:span>
                     <text:soft-page-break/>
                     <text:span text:style-name="T7">brief delay as Tomcat unpacks and processes Sigma’s web archive, but after a few seconds the Sigma login page should appear (Figure 8).</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P29">
                     <text:span text:style-name="T7">You should be able to log in by entering the user name </text:span>
                     <text:span text:style-name="T15">admin</text:span>
                     <text:span text:style-name="T7"> and the password </text:span>
                     <text:span text:style-name="T15">admin</text:span>
                     <text:span text:style-name="T7">, and then clicking on the button labeled “Log In”.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P31">After you have logged in, Sigma will load constituent files to build a KB, and also will translate the resulting assertions into a format suitable for use by Sigma’s local Vampire theorem prover. <text:s/>The translation process might last several seconds or a few minutes, depending on the speed of your computer’s processor and the amount of memory available. <text:s/>As soon as the translation process has finished, the Knowledge Bases page will be displayed (Figure 9).</text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P29">
                     <text:span text:style-name="T7">See the User Guide section of this document for instructions on how to create, modify, and work with knowledge bases. <text:s/>Note that you might have to change some of Sigma’s default configuration settings to enable complete functionality, since some of the values cannot easily be set during the installation procedure, and others are based only on educated guesses. <text:s/>Follow the </text:span>
                     <text:span text:style-name="T15">[Preferences]</text:span>
                     <text:span text:style-name="T7"> link to edit your configuration settings, and be sure to click on the button labeled “Save” in order to save your changes. </text:span>
                  </text:p>
               </text:list-item>
            </text:list>
            <text:h text:style-name="P18" text:outline-level="1">Installation</text:h>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T8">This section explains how to install Sigma if the Quick Start procedure described above fails, or you would like to have more control over the various steps of the installation process. <text:s/>For the most part, the instructions below correspond to the programmed actions of the installation script, </text:span>
               <text:span text:style-name="T16">InstallSigma</text:span>
               <text:span text:style-name="T8">.</text:span>
            </text:p>
            <text:list xml:id="list1585551937" text:style-name="WW8Num5">
               <text:list-item>
                  <text:p text:style-name="P28">
                     <text:span text:style-name="T7">Follow the first three steps of the Quick Start procedure: halt Tomcat, download and unpack the Sigma install package, and open (or </text:span>
                     <text:span text:style-name="T15">cd</text:span>
                     <text:span text:style-name="T7"> into) the newly created directory </text:span>
                     <text:span text:style-name="T15">sigma-2-1</text:span>
                     <text:span text:style-name="T7">.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P28">
                     <text:span text:style-name="T7">Sigma requires a “working” directory named </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7">, and will create such a directory at startup if it cannot find one. <text:s/>Sigma consults the </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7"> directory to find its configuration files (</text:span>
                     <text:span text:style-name="T15">config.xml</text:span>
                     <text:span text:style-name="T7">, </text:span>
                     <text:span text:style-name="T15">language.txt</text:span>
                     <text:span text:style-name="T7">), the SUO-KIF files needed to build a knowledge base, and the data files that map between concepts in the KB and WordNet synsets. <text:s/>If the environment variable </text:span>
                     <text:span text:style-name="T15">SIGMA_HOME</text:span>
                     <text:span text:style-name="T7"> has been set to a valid directory pathname, Sigma will expect to find (or will create) </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7"> as a subdirectory of the directory designated by </text:span>
                     <text:span text:style-name="T15">SIGMA_HOME</text:span>
                     <text:span text:style-name="T7">. <text:s/>If </text:span>
                     <text:span text:style-name="T15">SIGMA_HOME</text:span>
                     <text:span text:style-name="T7"> has not been set but </text:span>
                     <text:span text:style-name="T15">CATALINA_HOME</text:span>
                     <text:span text:style-name="T7"> has, then Sigma will expect to find (or will create) </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7"> under the directory designated by </text:span>
                     <text:span text:style-name="T15">CATALINA_HOME</text:span>
                     <text:span text:style-name="T7">. <text:s/>If neither </text:span>
                     <text:span text:style-name="T15">SIGMA_HOME</text:span>
                     <text:span text:style-name="T7"> nor </text:span>
                     <text:span text:style-name="T15">CATALINA_HOME</text:span>
                     <text:span text:style-name="T7"> has been set, then Sigma will expect to find (or will create) </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7"> in Tomcat’s “current” directory, which, depending on how Tomcat was started, is likely to be either Tomcat’s </text:span>
                     <text:span text:style-name="T15">bin</text:span>
                     <text:span text:style-name="T7"> directory or the directory immediately above </text:span>
                     <text:span text:style-name="T15">bin</text:span>
                     <text:span text:style-name="T7">. <text:s/>Finally, if Sigma finds a </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7"> directory, it will load the file </text:span>
                     <text:span text:style-name="T15">config.xml</text:span>
                     <text:span text:style-name="T7"> and will use the pathname parameters defined in that file to determine where its working directory is located, even if the parameters are wrong. <text:s/>Therefore, it is important to set </text:span>
                     <text:span text:style-name="T15">SIGMA_HOME</text:span>
                     <text:span text:style-name="T7"> and </text:span>
                     <text:span text:style-name="T15">CATALINA_HOME</text:span>
                     <text:span text:style-name="T7"> as described in the Prerequisites section of this document, and, if you are not using the script </text:span>
                     <text:span text:style-name="T15">InstallSigma</text:span>
                     <text:span text:style-name="T7"> for installation, to edit the file </text:span>
                     <text:span text:style-name="T15">config.xml</text:span>
                     <text:span text:style-name="T7"> so that its pathname parameters are consistent with the values of </text:span>
                     <text:span text:style-name="T15">SIGMA_HOME</text:span>
                     <text:span text:style-name="T7"> and </text:span>
                     <text:span text:style-name="T15">CATALINA_HOME</text:span>
                     <text:span text:style-name="T7">. <text:s/>We recommend either of the following two options: </text:span>
                  </text:p>
               </text:list-item>
            </text:list>
            <text:list xml:id="list1683750643" text:style-name="WW8Num3">
               <text:list-item>
                  <text:p text:style-name="P32">
                     <text:soft-page-break/>
                     <text:span text:style-name="T7">Copy the entire </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7"> directory, including all of its contents, from </text:span>
                     <text:span text:style-name="T15">sigma-2-1</text:span>
                     <text:span text:style-name="T7"> to a new location, and allow Sigma to use the new </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7"> directory as its working directory.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P32">
                     <text:span text:style-name="T7">Simply allow Sigma to use the </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7"> directory in </text:span>
                     <text:span text:style-name="T15">sigma-2-1</text:span>
                     <text:span text:style-name="T7"> as its working directory. <text:s/>
                     </text:span>
                  </text:p>
               </text:list-item>
            </text:list>
            <text:list xml:id="list1815877178" text:continue-list="list1585551937"
                       text:style-name="WW8Num5">
               <text:list-item>
                  <text:p text:style-name="P28">
                     <text:span text:style-name="T7">Whichever option you choose, be sure to set </text:span>
                     <text:span text:style-name="T15">SIGMA_HOME</text:span>
                     <text:span text:style-name="T7"> to the pathname of the directory that contains the </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7"> directory, so that Sigma will be able to find the intended working directory when it starts up. <text:s/>
                     </text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P28">
                     <text:span text:style-name="T7">Edit the file </text:span>
                     <text:span text:style-name="T15">config.xml</text:span>
                     <text:span text:style-name="T7"> so that the relevant pathname parameter values are consistent with the values of </text:span>
                     <text:span text:style-name="T15">SIGMA_HOME</text:span>
                     <text:span text:style-name="T7"> and </text:span>
                     <text:span text:style-name="T15">CATALINA_HOME</text:span>
                     <text:span text:style-name="T7">. <text:s/>The parameters to edit are as follows:</text:span>
                  </text:p>
               </text:list-item>
            </text:list>
            <text:list xml:id="list835986202" text:continue-list="list1683750643"
                       text:style-name="WW8Num3">
               <text:list-item>
                  <text:p text:style-name="P32">
                     <text:span text:style-name="T15">"baseDir"</text:span>
                     <text:span text:style-name="T7"> should be set to the same value as </text:span>
                     <text:span text:style-name="T15">SIGMA_HOME</text:span>
                     <text:span text:style-name="T7">.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P32">
                     <text:span text:style-name="T15">"kbDir"</text:span>
                     <text:span text:style-name="T7"> should be set to the absolute pathname of Sigma’s </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7"> directory.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P32">
                     <text:span text:style-name="T15">"inferenceTestDir"</text:span>
                     <text:span text:style-name="T7"> should be set to the absolute pathname of the </text:span>
                     <text:span text:style-name="T15">tests</text:span>
                     <text:span text:style-name="T7"> directory, which contains the files that define Sigma’s inference tests. <text:s/>In the Sigma distribution package, the </text:span>
                     <text:span text:style-name="T15">tests</text:span>
                     <text:span text:style-name="T7"> directory is located directly under the </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7"> directory, but it can be moved to a different location, if desired. </text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P32">
                     <text:span text:style-name="T15">"testOutputDir"</text:span>
                     <text:span text:style-name="T7"> should be set to a directory under Tomcat’s </text:span>
                     <text:span text:style-name="T15">webapps</text:span>
                     <text:span text:style-name="T7"> directory in order for the HTML inference test result pages to be properly accessible. <text:s/>For example, if </text:span>
                     <text:span text:style-name="T15">[Tomcat]</text:span>
                     <text:span text:style-name="T7"> is understood to denote Tomcat’s root directory and the operating system is Windows, then the value of </text:span>
                     <text:span text:style-name="T15">"testOutputDir"</text:span>
                     <text:span text:style-name="T7"> should be set to something like </text:span>
                     <text:span text:style-name="T15">[Tomcat]\\webapps\\sigma\\tests</text:span>
                     <text:span text:style-name="T7"> .</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P32">
                     <text:span text:style-name="T15">"inferenceEngine"</text:span>
                     <text:span text:style-name="T7"> should be set to the absolute pathname of the Vampire executable file located in the directory </text:span>
                     <text:span text:style-name="T15">sigma-2-1/inference</text:span>
                     <text:span text:style-name="T7">. <text:s/>In Windows, the executable file named </text:span>
                     <text:span text:style-name="T15">kif.exe</text:span>
                     <text:span text:style-name="T7"> should be used. <text:s/>In Linux, the executable file named </text:span>
                     <text:span text:style-name="T15">kif-linux</text:span>
                     <text:span text:style-name="T7"> should be used. <text:s/>At the time of this release, there is no Vampire executable file available for Mac OS X.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P33">
                     <text:span text:style-name="T15">"systemsDir"</text:span>
                     <text:span text:style-name="T7"> should be set to the absolute pathname of the </text:span>
                     <text:span text:style-name="T15">Systems </text:span>
                     <text:span text:style-name="T7">directory where your built-in systems are installed.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P33">
                     <text:span text:style-name="T15">"tptpHomeDir"</text:span>
                     <text:span text:style-name="T7"> should be set to the absolute pathname of the </text:span>
                     <text:span text:style-name="T15">TPTPWorld </text:span>
                     <text:span text:style-name="T7">home directory, if there is a local installation of </text:span>
                     <text:span text:style-name="T15">TPTPWorld</text:span>
                     <text:span text:style-name="T7">. The </text:span>
                     <text:span text:style-name="T15">TPTPWorld </text:span>
                     <text:span text:style-name="T7">package is available at </text:span>
                     <text:span text:style-name="T15">http://www.tptp.org/TPTPWorld.tgz</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P33">
                     <text:span text:style-name="T7">Finally, the pathnames of any SUO-KIF constituent files included in </text:span>
                     <text:span text:style-name="T15">config.xml</text:span>
                     <text:span text:style-name="T7"> (</text:span>
                     <text:span text:style-name="T10">e.g.</text:span>
                     <text:span text:style-name="T7">, </text:span>
                     <text:span text:style-name="T15">Merge.kif</text:span>
                     <text:span text:style-name="T7"> and </text:span>
                     <text:span text:style-name="T15">english_format.kif</text:span>
                     <text:span text:style-name="T7">) should begin with the value to which </text:span>
                     <text:span text:style-name="T15">"kbDir"</text:span>
                     <text:span text:style-name="T7"> is set, since Sigma’s constituent files will be stored in the </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7"> directory.</text:span>
                  </text:p>
               </text:list-item>
            </text:list>
            <text:list xml:id="list636241015" text:continue-list="list1815877178"
                       text:style-name="WW8Num5">
               <text:list-item>
                  <text:p text:style-name="P28">
                     <text:span text:style-name="T7">In the </text:span>
                     <text:span text:style-name="T15">webapps</text:span>
                     <text:span text:style-name="T7"> directory under the Tomcat root directory, delete the file </text:span>
                     <text:span text:style-name="T15">sigma.war</text:span>
                     <text:span text:style-name="T7"> and also the directory </text:span>
                     <text:span text:style-name="T15">sigma</text:span>
                     <text:span text:style-name="T7"> and its contents, if they exist.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P28">
                     <text:span text:style-name="T7">Delete any other files or directories under the Tomcat root directory that might be left over from previous Sigma sessions. <text:s/>For example, if </text:span>
                     <text:span text:style-name="T15">[Tomcat]</text:span>
                     <text:span text:style-name="T7"> denotes the Tomcat root directory and the operating system is Windows, then you should delete the directory </text:span>
                     <text:span text:style-name="T15">[Tomcat]\\work\\Catalina\\localhost\\sigma</text:span>
                     <text:span text:style-name="T7">, if it exists.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P28">
                     <text:soft-page-break/>
                     <text:span text:style-name="T7">Copy the Sigma web application archive file, </text:span>
                     <text:span text:style-name="T15">sigma.war</text:span>
                     <text:span text:style-name="T7">, from the directory </text:span>
                     <text:span text:style-name="T15">sigma-2-1</text:span>
                     <text:span text:style-name="T7"> to the </text:span>
                     <text:span text:style-name="T15">webapps</text:span>
                     <text:span text:style-name="T7"> directory under Tomcat’s root directory.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P28">
                     <text:span text:style-name="T7">Start Tomcat, and then direct your browser to http://localhost:8080/sigma/KBs.jsp . <text:s/>You will experience a brief delay as Tomcat unpacks and processes Sigma’s web archive file, </text:span>
                     <text:span text:style-name="T15">sigma.war</text:span>
                     <text:span text:style-name="T7">, but after a few seconds the Sigma login page should appear (Figure 8). </text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P28">
                     <text:span text:style-name="T7">You should be able to log in by entering the user name </text:span>
                     <text:span text:style-name="T15">admin</text:span>
                     <text:span text:style-name="T7"> and the password </text:span>
                     <text:span text:style-name="T15">admin</text:span>
                     <text:span text:style-name="T7">, and then clicking on the button labeled “Log In”.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P30">After you have logged in, Sigma will load constituent files to build a KB, and also will translate the resulting assertions into a format suitable for use by Sigma’s local Vampire theorem prover. <text:s/>The translation process might last several seconds or a few minutes, depending on the speed of your computer’s processor and the amount of memory available. <text:s/>As soon as the translation process has finished, the Knowledge Bases page will be displayed (Figure 9).</text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P30">From the Knowledge Base page you can select SUO-KIF KB constituent files for loading in order to build or augment a KB, and can navigate to other pages that provide access to Sigma’s various capabilities. <text:s/>Instructions for creating a knowledge base are provided in the User Guide section, below.</text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P28">
                     <text:span text:style-name="T7">You might have to change some of Sigma’s default configuration settings to enable complete functionality, since some of the values cannot easily be set during the installation procedure, and others are based only on educated guesses. <text:s/>Follow the </text:span>
                     <text:span text:style-name="T15">[Preferences]</text:span>
                     <text:span text:style-name="T7"> link to edit your configuration settings, and be sure to click on the button labeled “Save” in order to save your changes. </text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P28">
                     <text:span text:style-name="T7">Please note that if you intend to add constituent files to the default SUMO KB that is included in the install package, or if you intend to create a new KB from scratch, you should not copy SUO-KIF files into Sigma’s working directory, </text:span>
                     <text:span text:style-name="T15">KBs</text:span>
                     <text:span text:style-name="T7">, and then direct Sigma, through the Knowledge Base or Manifest web pages, to load constituent files from that location. <text:s/>Instead, keep KB constituent files that you wish to load into Sigma via the web interface in some directory other than Sigma’s working directory. <text:s/>When Sigma is directed to load a constituent file via the web interface, it copies the constituent file from the file’s directory of origin to Sigma’s working directory. <text:s/>If Sigma is told to load the file from its working directory and then tries to write the same file into its working directory, the resulting file might be corrupted, and the load operation might fail.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P28">
                     <text:span text:style-name="T7">To use the SystemOnTPTP prover collection locally, you have to install either the built-in systems suite or a local copy of the TPTPWorld. To install the built-in systems, get the appropriate package for your operating system (</text:span>
                     <text:span text:style-name="T15">Systems.WinXP.2008.10.01.zip</text:span>
                     <text:span text:style-name="T7"> for Windows respectively </text:span>
                     <text:span text:style-name="T15">Systems.Linux.2008.10.01.tgz </text:span>
                     <text:span text:style-name="T7">for Linux or MacOS ) and unpack in somewhere in your file system. To install TPTPWorld get the package at </text:span>
                     <text:a xlink:type="simple" xlink:href="http://www.tptp.org/TPTPWorld.tgz">
                        <text:span text:style-name="Internet_20_link">
                           <text:span text:style-name="T21">http://www.tptp.org/TPTPWorld.tgz</text:span>
                        </text:span>
                     </text:a>
                     <text:span text:style-name="T15"> </text:span>
                     <text:span text:style-name="T7">and follow the installing instructions. Finally follow the </text:span>
                     <text:span text:style-name="T15">[Preferences] </text:span>
                     <text:span text:style-name="T7">link and let Sigma know where to find the package. <text:s/>
                     </text:span>
                  </text:p>
               </text:list-item>
            </text:list>
            <text:h text:style-name="P18" text:outline-level="1">Troubleshooting </text:h>
            <text:p text:style-name="P12">This section describes problems that some users might encounter when trying to install or use Sigma.</text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:span text:style-name="T12">Limited size of constituent files:</text:span>
               <text:span text:style-name="T8"> 
                  <text:s/>As currently configured, Sigma cannot load SUO-KIF constituent files larger than 2 MB in order to build a KB. <text:s/>
               </text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:soft-page-break/>
               <text:span text:style-name="T12">Tomcat port conflicts:</text:span>
               <text:span text:style-name="T8"> 
                  <text:s/>Preexisting software may use some of the ports that Tomcat requires. In particular, some users have found a conflict with Tomcat’s default “SHUTDOWN” port, 8005. <text:s/>If Tomcat does not start properly, it may be necessary to edit the file </text:span>
               <text:span text:style-name="T16">server.xml</text:span>
               <text:span text:style-name="T8">, in the directory </text:span>
               <text:span text:style-name="T16">conf</text:span>
               <text:span text:style-name="T8"> under Tomcat’s root directory, and change this to a different port, such as 8015. </text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:span text:style-name="T12">Directory and file permissions:</text:span>
               <text:span text:style-name="T8"> 
                  <text:s/>In Linux and other UNIX-like environments, users might encounter problems when trying to run </text:span>
               <text:span text:style-name="T16">InstallSigma.sh</text:span>
               <text:span text:style-name="T8">, trying to copy directories and files from </text:span>
               <text:span text:style-name="T16">sigma-2-1</text:span>
               <text:span text:style-name="T8"> to other locations in the file system, or trying to delete old Sigma directories and files. <text:s/>Such problems occur most often because Tomcat was originally installed by a different user with administrative or “root” privileges, and the current user does not have permission to change directories or files under the Tomcat root directory. <text:s/>To address this problem, you might have to ask your system administrator or IT support person for help.</text:span>
            </text:p>
            <text:h text:style-name="P18" text:outline-level="1">User Guide</text:h>
            <text:p text:style-name="Text_20_body">
               <draw:g text:anchor-type="char" draw:z-index="41" draw:style-name="gr10">
                  <draw:frame draw:style-name="gr8" draw:text-style-name="P37" svg:width="5.5669in"
                              svg:height="5.1894in"
                              svg:x="0.4665in"
                              svg:y="1.6181in">
                     <draw:image xlink:href="">
                        <office:binary-data>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</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="5.5669in"
                              svg:height="0.3894in"
                              svg:x="0.4665in"
                              svg:y="6.7709in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 10: The Manifest page</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:span text:style-name="T8">I</text:span>
               <text:span text:style-name="T8">n this section, we first run through a typical session illustrating Sigma’s major capabilities, and then provide a reference to the remaining capabilities. <text:s/>Note that Sigma does not provide tools for editing knowledge bases (KBs). <text:s/>KBs in first order logic are similar to modern programming languages in complexity and expressiveness, and the most suitable tool for editing is a powerful text editor, such as open source versions of Emacs, or a commercial programming language editor such as Visual SlickEdit. <text:s/>The color-coding and formatting tools offered in such editors can be very helpful. Sigma serves the same purpose as a modern Integrated Development Environment (IDE), supporting structured examination, project management, and debugging.</text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <draw:frame draw:style-name="fr2" draw:name="Frame3" text:anchor-type="char"
                           svg:x="0.4646in"
                           svg:y="8.9992in"
                           svg:width="5.5752in"
                           svg:height="0.5083in"
                           draw:z-index="40">
                  <draw:text-box>
                     <text:p text:style-name="P11">
                        <text:span text:style-name="T18">Figure </text:span>
                        <text:span text:style-name="T18">
                           <text:sequence text:ref-name="refFigure2" text:name="Figure" text:formula="ooow:Figure+1"
                                          style:num-format="1">3</text:sequence>
                        </text:span>
                     </text:p>
                  </draw:text-box>
               </draw:frame>
               <text:span text:style-name="T8">T</text:span>
               <text:span text:style-name="T8">he first page one sees when starting Sigma is the login page (Figure 8). <text:s/>In its present version, Sigma has only the most rudimentary login functionality, with one hard-wired password that allows access to all Sigma functions. <text:s/>If that password is not chosen, only read-only operations are allowed. <text:s/>If you do not have the administrative password to Sigma and wish to perform operations that are not read-only, log in with the user name </text:span>
               <text:span text:style-name="T16">admin</text:span>
               <text:span text:style-name="T8"> and the password </text:span>
               <text:span text:style-name="T16">admin</text:span>
               <text:span text:style-name="T8">. </text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:soft-page-break/>
               <text:span text:style-name="T8">The next page displays a listing of all the composite KBs loaded, the operations allowed on those KBs, and a type-in area for creating a new composite KB. <text:s/>The standard Sigma release package includes the Suggested Upper Merged Ontology (SUMO) (Niles &amp; Pease, 2001), so you should see a page similar to that shown in Figure 9 if you have installed Sigma with the installation script, </text:span>
               <text:span text:style-name="T16">InstallSigma</text:span>
               <text:span text:style-name="T8">. <text:s/>If you are not using the standard release package, you probably will see a message indicating that no KBs are loaded. <text:s/>You will have to log in to Sigma with the administrator password and create a new knowledge base. </text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <draw:g text:anchor-type="char" draw:z-index="42" draw:style-name="gr11">
                  <draw:frame draw:style-name="gr8" draw:text-style-name="P37" svg:width="6.5004in"
                              svg:height="2.8335in"
                              svg:x="0.0039in"
                              svg:y="2.889in">
                     <draw:image xlink:href="">
                        <office:binary-data>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</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="6.5004in"
                              svg:height="0.3894in"
                              svg:x="-0.0043in"
                              svg:y="5.7224in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 11: The Browsing Interface page in which the term “Walking” has been entered</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:span text:style-name="T8">S</text:span>
               <text:span text:style-name="T8">igma organizes ontologies in knowledge bases that are sets of assertions loaded from files selected by the user. <text:s/>Each knowledge base is created from one or more constituent files, which contain statements written in a simplified form of Knowledge Interchange Format (KIF) (Genesereth, 1991), a formal, logic-based representation language. <text:s/>Sigma’s dialect of KIF is called SUO-KIF (Pease, 2004). <text:s/>Sigma’s Manifest page shows the files contained in a knowledge base (Figure 10). </text:span>
            </text:p>
            <text:p text:style-name="P24">The fundamental interface component of Sigma is a statement browser that displays the SUO-KIF statements in which a given term appears. <text:s/>Clicking the link labeled “Browse” in the Knowledge Bases page will create a browser page for the selected KB. <text:s/>The initial browser page just lists some statistics for the KB, and provides a type-in area for entering terms to be displayed. <text:s/>Figure 11 shows a browser page in which the user has typed the term Walking. <text:s/>Figure 12 shows a browser page listing all of the statements in the KB that contain the term Walking. <text:s/>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:span text:style-name="T8">A mouse click on a hyperlinked term in a statement displays the browser page for that statement. <text:s/>Clicking on the term Running, for example, causes the creation of a page that shows all of the statements in which Running appears. <text:s/>In the blue-grey center column, the page shows the name of the SUO-KIF file from which each statement was loaded, and the line number at which it appears in its file. <text:s/>An English paraphrase of the statement is shown in the right-hand column. <text:s/>The paraphrases are generated automatically from statements composed with the SUO-KIF predicate </text:span>
               <text:span text:style-name="T16">format</text:span>
               <text:span text:style-name="T8">. <text:s/>On the Manifest page shown in Figure 10, we can see that the file </text:span>
               <text:soft-page-break/>
               <text:span text:style-name="T16">english_format.kif</text:span>
               <text:span text:style-name="T8"> has been loaded. <text:s/>
               </text:span>
               <text:span text:style-name="T16">english_format.kif</text:span>
               <text:span text:style-name="T8"> contains </text:span>
               <text:span text:style-name="T16">format</text:span>
               <text:span text:style-name="T8"> statements that serve as templates for paraphrasing SUO-KIF statements as English.</text:span>
            </text:p>
            <text:p text:style-name="P24"/>
            <text:p text:style-name="P25">
               <text:soft-page-break/>
               <draw:g text:anchor-type="char" draw:z-index="43" draw:style-name="gr12">
                  <draw:frame draw:style-name="gr8" draw:text-style-name="P37" svg:width="6.4894in"
                              svg:height="8.4224in"
                              svg:x="-0.0055in"
                              svg:y="0.1189in">
                     <draw:image xlink:href="">
                        <office:binary-data>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</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="6.4894in"
                              svg:height="0.3559in"
                              svg:x="0.0165in"
                              svg:y="8.526in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 12: The term “Walking” displayed in the Browser Interface page</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <draw:g text:anchor-type="char" draw:z-index="44" draw:style-name="gr5">
                  <draw:frame draw:style-name="gr8" draw:text-style-name="P37" svg:width="6.4894in"
                              svg:height="6.8004in"
                              svg:x="0.0055in"
                              svg:y="1in">
                     <draw:image xlink:href="">
                        <office:binary-data>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</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="6.4894in"
                              svg:height="0.3559in"
                              svg:x="0.0055in"
                              svg:y="7.789in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 13: The Browsing Interface displaying the terms closest, alphabetically, to an unknown term</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:soft-page-break/>
               <text:span text:style-name="T8">A</text:span>
               <text:span text:style-name="T8">t the top right of the term browser page is a pull-down menu labeled “Language”. <text:s/>The menu is constructed automatically, based on the presence of language formatting statements in the knowledge base. <text:s/>Files containing </text:span>
               <text:span text:style-name="T16">format</text:span>
               <text:span text:style-name="T8"> statements for the relations defined in SUMO have been created for French, Hindi, and a few other languages, and are available for download from Sigma’s CVS repository at this URL: </text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:a xlink:type="simple"
                       xlink:href="http://sigmakee.cvs.sourceforge.net/sigmakee/KBs/Translations/">
                  <text:span text:style-name="Internet_20_link">
                     <text:span text:style-name="T5">http://sigmakee.cvs.sourceforge.net/sigmakee/KBs/Translations/</text:span>
                  </text:span>
               </text:a>
               <text:span text:style-name="T8"> 
                  <text:s/>. </text:span>
            </text:p>
            <text:p text:style-name="Text_20_body">
               <text:soft-page-break/>
               <text:span text:style-name="T8">Note that the first time the user displays a term in the browser page, there will be a delay as the entire WordNet lexicon and SUMO mappings are loaded, and the </text:span>
               <text:span text:style-name="T16">format</text:span>
               <text:span text:style-name="T8"> statements used for paraphrasing are processed.</text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <draw:g text:anchor-type="char" draw:z-index="45" draw:style-name="gr5">
                  <draw:frame draw:style-name="gr8" draw:text-style-name="P37" svg:width="6.5004in"
                              svg:height="4.378in"
                              svg:x="0in"
                              svg:y="2.9098in">
                     <draw:image xlink:href="">
                        <office:binary-data>iVBORw0KGgoAAAANSUhEUgAAAtsAAAHtCAIAAABH2SXSAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAgY0hSTQAAeiYAAICEAAD6AAAAgOgAAHUwAADqYAAAOpgAABdwnLpRPAAAY9VJREFUeF7tvQfUbklV531nTbJbYAg2QTrSTRMbUEIjjXjJDdiShzAgoQWbnJTYQDdBm9CSUwMimUFABcERxEFFUQmDn+IMAvLxCTTI2LBcy6VrzXzTU8+731u33gq79qmTn+f3rLp3nfc8FXb9dp3a/1MnPP/qr774p4f4QAACEIAABCAAgfkIPP7JzzzkFMnlfCAAAQhAAAIQgMBMBC644ILDhw/vKxKnS0gQgAAEIAABCEBgegIoEkQYBCAAAQhAAALzE8gokmNPe2x7uu5jf/i6j9tPpz/uCpv0+E263uOvuJ+ecMXrP+FK++mJV7rBE/+DTzd80pV9utGTrnyjJ19F0o036ao3fsomnbFJV9ukp17tJpv0I5Ju+jSXjpN0M5d+4eqSfkzSL17jx316+jVvfjRd6xbP8OlHb/mMH73lMyVd+1aSnrVJZz7r+P307ONv/ewTfPqJ55zo022ec9Jtzt9PZ51/8lnP3U+3fe4pm/S8TfrJTbqOS7d7vqRTXfoply5w6TSXDku68Lou3X4/nX77F5x+h/10vTu84Hp3fKFP17/Ti3y6wZ1fdIM7v1jSDe8i6ZdcutFdffrlG599NJ1xt4uOprtfdJO7v2ST7rFJN92kl970pzfpZpv0spuds0k/JulnXu7Sj0u6p0sXu3Rzl+4l6Vdu4dK999Mt7/2KW95nP93qPq+41X1fKelMl+7n0qtcurVL93fp1ZJ+4j9Keo1Lt3nAkfTA157l04Nee9sHvW4/Pfh1P7lJr9+k//T62+2nN9zuIZv0U5Ie+kaXDkv62Te5dHtJD3PpkjtIevgm3fHhb96kR2zSnTbpLXd65H668yPfcudz3yrpLi79nEu/6tJdH+XT285+tE+/drefP5ruft7bj6bHvP0ej3nHfnrsO356k965SY975zn76V3nPP5dP+PTE959T5+e+O57PvE995L0JJfee29JT96k+zz5ffd5yn6671Ped9+n/mdJ93PpaS6936X7u/QLkn7dpf/4iz594AFPP5oe+IwP+vSgZ37Ipwc/60MPftZvSPpPz5b0m5v0nN98yH76rYec/1sP9em5H/5ZSc/bpIc97yOb9PxNevgm/fbDL9ikR2zSRx9x4X565IUffeQLPibpXJde6NLvuPRzLr1I0n95lEsv3k+PfvHvPvqXjqaf/+WP+3TeRR8/76JPSHrMS1z6PUmPfamkTz72ZZ98nE8v//3H+3Tx7z/+4v/6BEm/sklP/JVPbdIrNulJm/QHT3rlJj1Z0qv+0KWnSHr1H7n0VEmvcenTLj3NpddK+uNfcOl1++kXX/cnv/j6/fT01//J09/wGUnPeKOkP3XpmW/y6c+eecmfPcunN//5s316y2ef49NbP3v+Wz+3n371c8/dpM9v0ts+/7z99IXn/domPV/S2/+bSxdIeodLX7xQ0js36QXv/IsXvGs/vfBd/88L3300veg9f+nTi9/7ly9+719J+qX3SfqSS7/8n33664vefzS95Nf/+9H0gf/+0g/8j/30wf/xsg9+eT996Msv36S/2aTf+JuL99NXLv7Nr/yKpN9y6auvkPRhSV97pUsf2U+v+sjfvuq399Orf/tvX/3Rr0t6jUsf+38lvdal33HpGy69zqX/Iun/c+n1v+vT373h40fTGz/xTZ/e9HvffNPvfUvSJZ+U9O1Lfn+T3rxJl775v27SWyR96jsuvVXSH7j03V+V9Ieb9LY//PtN+qNN+rVN+t6vfXo/vf3T33v7H/9PSe9w6U9c+geX3unSZ1y6zKV3ufSnkr7/bpf+bD+9589/sIok6zFmRXLqef/+2vf/t8fd5d9e45wrnnq/697yXvc4+yeud+M7HXvqeQfkC4rE6RIUCYoEReJ0CYoERYIiQZHYJFFdkXzwITf/0gW3+OHTzvt3x93hLtc+7q+eeq0THvzW0x/1njPOffWdHnTuZZ9/4OVfeeiT7n+HY0/9+aOiBEWCImGN5NGskeytlKBIUCQokiUpkk63q7o7TLvml8WYtlJ1RfL5h59+6Wtu9cX7H/e64/71N5/5o599+onH3+Wp93ntpx/9lk884kWvO+fnHnf51x91+Vcf+eon3AZFciJXbbhqw1Wb53DVhqs2XLVZ7lUbpxWMN6vK1ZOu+b0i6dSKlKookvdd+Jg/ut8J3/312136mz/1d6++wbcvvu777neN6xx+2L1f/fHzf/evz33dx657/wvveu6T/+eHz7r8q4+4+qn32xcl618jEX239feRSDf3byXZpftIpOPuPhLZmOA+En/GsLmbhPtIuI+E+0je/9fcRzLLfSRdFYbPr7ydJFQSIyqS3/2ZE//i3JO/9aabfuttt/j2q27w7Vfc+LsvO+vdT7zV7Z75tge85y8e8N6/OuN5H73WPZ/77Xff7B8/dfZfvv62XpFEKzbutlbZM9KdrVK53Nkq23Jnq2w33NkqBZ0iObKxf2er+/P4M/N3tkrO6e9slXbl5taud7ZK2VUoEjE1urNVdt7WfGer5He3tcqGXZFIfv9xd7bKtvHOVsnMna3c2cqdrdzZOvudrW4u6rR64fM3KxIpGDYa7pGVGNMaycfudcrXXnj6t15z42+/6vrfeulp3zz/+D+/4Mxr3f1ppz36NTd8yxdu86ufPflhF3/xDx//j1/82b//0Fnf+8D+hRuZf6d81kZaHE+RuMrlWRu3sTRF0udZG+G2IkXirN0XJQ96rdcHdkXin7WRsl0VSfOzNigSnrXhWZu9J2541mb+Z236KJKslPFqI9QWUSuhBIkESgdFcsndzvjq80/79qtv8J2Xn/bNX7rOPW5766vc+O5XPvOhJz78Zf/uBZ866eEvvfpPP/3nn/zg//X5u/3Dh2996QfOkjWSrCKRnbJG4mOJbLinf6M97gFgv8c//RvmiZ7+la90RRIWv8aPbx79lT2yIU//Rmb4NRLZHyqSMKc8/Rvu2ayUHHnWJqrTPfrr9/inf8M88vRvVEqe/o12ygPAstPpkuhb//RvtD98+jf6Sp7+lZ3u6d/N/3tP/4bZ5Olf2eMe/d3fuOfFsiFP/4b53TPA7unfcI88+it73NO/e//Xn/4Na3CiJPxTFEm4Z+8B4DdEvXNP/8qe0hpJmD96+le+ChWJ7HFrJLLhHgDe+3/z6G9YjzwA7PfIMkmY4R57T//KHnn6V7Z5+penf3n6d/MAME//Dv30r5temtdImhVJ9Bs1YT0dFMmLzjrjK886xS2QXPqK637jwtOffOcbXe2m57zpLld/2k/f4hrnPPPfPOI9V7nDE+90v3P+9xfu9k9/cPhv3vhjoSLx0668j0T+9HJE3kciO70i2byV5IgW2byV5EZPkgzR+0hkZ/Q+EtkZXrWRPfI+EtmW95HItlck8qeXI/I+EtkpisS9jET+lI9bI5ENeSWJbHtFkl61kQzyPpL97b33kch29D4S2ekVibyPRHZ6RSLvI5GdqSKRl5HIt06UyIa8j0S2U0UiayTyrVck8qeXI/I+EtmpKxLJE76PRPbIK0lk2ysS+dOoSG4TCZEH7asQp0ikHnkfiWw7ReLfRyJ7qorEv49E8ofvI5E9/hNetQn3O0Uif+69lWRfiHhFEsoReRmJZEaR8D4S3kfyEt5HMtX7SNycM4si8aIkar2DIjnrxJ/87R/7kW++6JRLX3G9v3/JdS577glfe8YNv3fBDb//5nufeZuzj73PK37orhdc/yY3+e4nzv4/X7jzp88/w3IficzCDYokigpZRRLlcX9WFYmTJuECSVaRhKLEK5KwrZ6KJDJ7CYrEvyFNbOuqSKSUvCQtdUq4RhK9IS3MHL4hze13isSvjpy194Y0yawrEskjb0iTbcsaicuWKhJ9jWTvPWlvSztrUSTu9WhhwXMexxvSeEMab0jbe0kaaySskTgJI9ri2ifc+yk3OPlvz/uRb7/w5O9cfNrfX3TyG86+zu1vdPNjbv6wY273lCucce9Trn3Cf3v+TdwDwP//5+540qn7V22ODZ61kXm2/xqJ1CPvbJXtkiKRd7b6+X0oReLuI5E6ozWSE468sFW+bVgjkYLyzlbZXosiSaNv9qqNZJM1Ev/OVtlpf2eryyyKxN9HYlEk0op/Z6v8mVUk8pW8s1W2+ygSWSPx72yVCpU1EhQJ72yVZRLe2bp5bSvvbB3zna1uLpp+jWSY+0iOPeXc+13npr9zyx/++mOPc6Lk2y877TvPvtYdz7zVFU8585onnXb4+Kv+y2/c8X//xYMv/9Ijnn3fG179ug9Mn/6VuXgCReLeIi9thYrEv0VevspetTGukYR3tkpt+y+S30lF4l4hLxDkLfKyHb1FXnb6NZLpFYkYEL5FXvYsUJGIYdxHwlvkUSQokrHfIu+mGq9I0sdn0js8fP7oeZmwEv3p38GetXGvh7/ZSXd52jWu+bEb/fsvPfiq37rw5I0ueeHJl158+j+87RYu/a/P3v9fPnn2Z554xg1vcOdr3uyJlvtIlDtb9ftIZNb2n/R3beSrrCLxt5JInujOVv+jNlET/j4S/7s2LoM8axPljG5uTe9s1e8jiWrrc2drdB+J+1GbqHL7na3+d23CGvzv2sjOVJGEmeWqTXRnq8ugXLUp/a6NK6WskQx+Z6trrm2NJLqz1dUTXbXhzlZ+14bftZFngHkfyezvI+mqSEoPAE/0PhKnMK588kNvda2znvpDV3rvccd84Weu+pVzj/vbp5/4rYtO+7sLTnbpy48+4SM/d/p1TrntVU95wLGnPabrG9IkevFLe+kv7QmZ6Jf2ZGfzL+1JcX5pj1/a45f2+KW9572NX9rb0V/ac1Gg7apNtZTy9K9StsOdrXsK4zFXOfGBp17z9oevdNqz/80Pvf3Kx/z68Vf4wIlX+ODJV/yNE69w9qknX+2kO17llPsde+qj7W+RD0+jr3R9fvs389u/AyqSkPaN7spv//Lbv/z2L7/9634BGEWyu4rEiQDjR94ib8wcKZKGUvXftdnojFPP++GTHnKVa9/zpKsfPuW4M6991TOv+SNnnnDcra9+rcNXO+EeVzjxAcde51H89u/mwg2/a8Pv2vC7Nvyuzav4XRt+12a5v2vjRMaoH3n7atcmTO9sDXXGMaece8xJDznmhPsee+17HXv8vY85/j4/dOIDjznlYbEccQpm/b9r415J4tLW/67N/tta995HcsYu/a6Nu3DjXti6SQ9z6ZIJftfm6Cvk+V2b533kYfyuDb9rw30kn/rOLPeRSOxfZrKtkew9CdwhoUiCd7aefNZzT968Hm3zhrRN+slNcm9Ikxe2Rm9IO+2nNi9s3UsXXtelvTekuSTvbJXUfB/J3nvSuGrDVRuu2nDVhqs2X3/NR3f0qs0ytUhljaR6DwsZIAABCEAAAhCAwLAE5H6UzU/z+btw7fekkBMCEIAABCAAAQj0JFC8ahM+oME2BCAAAQhAAAIQGJVAUZEMuwhDbRCAAAQgAAEIQKBKIHPVplqGDBCAAAQgAAEIQGBYAiiSPx0WKLVBAAIQgAAEINBAAEWCIoEABCAAAQhAYHgCH9772KUJimR4H9jpkxMCEIAABCCwlQREjnQSJSgSFAkEIAABCEAAAsMQ8BIkUiQWaTKAInE/UjyBvpumlQk6suomBvHCIJX0xDilDVO21RMLxSEAAQj0IVBSIcb1kg6KxE2s4ccZLVPtUBNuWn/IJWyrT4th2WHtL3kxslZptE+/uo6hyJXG4oNYOEgl3mB92BidYux+lC3r2bSqYfvbZiqlIAABCExAoKQ8RlEk2f4MNeHq9aRKog3uUPXYWzfGrQG1ncW2Ng6D+HqQSnRxUCUwiA1Gzw7SVrVHZIAABCCwBAKlqzMDX7VJJ9bodN+frbZByU7cpVUZ2d/QkLJGEtnvc6YbndrNxq2wTt+X1ICwmyHtNj2RrjnJnqwx/qvUBl8kNDjySBZmOmCyrXTCG3WhVKHi3EHGkoLR97rnAdKAhSIQgAAEJiNg0Rx6nsGu2gwSI0thIwyB/dcSsnFRVyrZsGd0cyiqQvGRdqTEMAxpqSXNysxIO2xRkRQlRCXje+q8CH4Vnc9fEnZGb0aqLnJu5NNhRWSDhRSBAAQgMA0By3WZap5uiiQbBtJTwOYYWQ0zUURsA11SJGF0yWqgQfoVRSk9lKZqIBtZGzgoCizqe2RD1uBUXmRh+qqiStrARuIgIlNCp/DvijEyu3QgpIO2f3+7mkp+CEAAAqMSqKoN13o1z5CKpGdv02m6FDV7TuglRaLrrej0197ZUtwKI6getLI6rKc4a1YkIYesEIlAlbqWYunjVl3YVTvb1nTVs7oqsg8hckIAAhBYPoGpr9pUY3Y4BXfFN5kiMYbMbLaunUp1jFFe6EG0D+e0rEU06DIukiZVBZC1v00WlLqjq4GsmOjq3KoiidZjQg3atS3yQwACEFgFge25s9XN4P7jI0q4J4x8gwewqOkJFEm2xaiP6TrEIIEtRS39lU/YRLgn/SoSBKnxJbmT9W/z8ZaKA0tH0v52MqAka9IxHLLtM247mUdmCEAAAhMTmO7p34k7RnM6AQLbukYI/lqXv7AWAhBoIDDbG9IGn2HDs/boBLeBS6nINK0YDY6MMZaKliU6lUoXP3quE7S1PmCpGR2aNq0cFIMfLwMypCoIQAACQxGY+S3yQ3WDeiAAAQhAAAIQ2A4C1Sdr0m52eNZmOxjRCwhAAAIQgAAEJiBgefomNANFMsyvHU7gWpqAAAQgAAEIbDEBFAmKBAIQgAAEIACB+QmgSOb3wRYLXroGAQhAAAIQMBLIKBK3iw8EIAABCEAAAhCYhoBIlowiuZwPBCAAAQhAAAIQmIoAimQq0rQDAQhAAAIQgECZAIqE0QEBCEAAAhCAwPwEUCTz+wALIAABCEAAAhBAkTAGIAABCEAAAhCYnwCKZH4fYAEEIAABCEAAAigSxgAEIAABCEAAAvMTQJHM7wMsgAAEIAABCECgRZH88Zgfi0u+9KUvORPeceTzkY98xP35ta99LSzrX+fivrLUSR4IQAACEIAABGYk0KJIXOwf7/VtOotLL730la98Zan1iy66yBdHkcw4qmgaAhCAAAQg0JVAiyJxbbiFh5FEyfe///1SH5wccZpDb9eX9es40dpJV0DT53cGKxDGtsdBdp+GVv75n//ZWe7+byhLEQhAAAIQgECjInHg3v/+96fiwCkGd0nFRSbLx+X8xCc+Ea15KALCXaXxLbqCPmy7COr0h9Rj8ajEzk7h0xeJ6ndNK/U4Cz0He6h2vZjxSpNcCrNgjPLIytm69J/r6ec///mGzvYs4kav+/SsZMrijlLbqJjSyGpbiOYqIjJAYF4C7YrEHd7ZCyhOqXTtUrjiooS0UABlA3wYXbJXbZxEiIRU+KfXAeFlKZFNvjbXZVlCcG2F3Y80xBvf+MZUrrn8FqmBIuk6fprzo0iM6LZDkaxRNBsdRDYIbAeBdkXi+u9ic/YaiiXuRvjclCdVGRWJxBLl6kaqSJyI0S/6ZBVJWsTtya4PhZYrl5aqcFAk23Fo0YulEUCRLM0j2AOBiEAvRSJLBdno27B6L2FeCdil60RuvzMjWjVJFYl7JMfvdGsYcnUptL+kSORZnmhByDUqz/v4Ol02D9epFvenq1yu2ricXtm4evRRGEFwKzSuFVmYkdV+Z7mswbiqoosO/iv3rbPQ3xHi9rtKvICTP70Zzjy/shVdtXFFXEfEeNecKxga77G4r8Q7od/Db10lvhdSg7PcryS5b/WrWqXMroOuWteoN9KZEVbltv1Xrjkxw3chXCOpsnWt+BEY9cW14jvrWIVj2K8uyGiRizXhVZtqF1wG367bcB/9io9ip/TXm+qA+BHiyETVesPEWZ6b7Hf/u8HgjAn3ezvl+PKcdbbZb0OkfmFSKqzS9sScL3yn3E4Zb+5/GeRt90sRQiAAgfEI9FUkzrIw0vvw7OaCrrdnyoqLokhchcoiRzRtRYrEzWLhlZcwaKXaJbxq40Osaz17JcgrldKFdrl6HVKyKxIp5WWHCCA3pYrWkQAQ6gwRIu4rkSbeC8LWBwkp6P90ObOKRFaVvHoTY3wpuZglz11LcAoVif6tXKeTsnL9y7VSwqJk9p5yzUlVogV9VQJBcHlZ478Nx5vOVhrybF3mcITLn9KKqE8fCMV4Z4bro8smnEPZp3dBxrx3gVSu3NKh2ykD2Nng/CUjxOtjsTM8ZkXJyZEi3wo3aULAOkukhsjOaIDpbIVeNKplTKZ2Cj2dtohC8YU/fERbuz/lBMN9uk5Q483C1AwBCAiBARSJm7Oyt00oMaZEv3qnRXjK6/VBKIO81IjUQygyonNBoyJxNmcViV8mCeOEm+zclJfF4mf2EgQfJiM5InNxSFVEktdwslDhq5UbfXx49mFSxFn4VRSYfUdcWZctVG/egKhpH6hEwLV9Gy3ASEdKVUlmcWtYUOKolJUFsPBUOIys4lBPrytbz7PUShjLI52dKpJSF7IuUBRJOgZCeeT6Gw7+0PKUc6jtUkUSLWuldrqh6OWOzjb6VsZnaKeD48WuhXY4YkMgMlrCZTzCAAQgsCgCAygS15/Sc7ldHyiQKykWQHIC5Ga9aNXET/2KIonCw+CKJKUhJ6O+Ib2DEiZTOSKKJIpGPqZGqyDShOPvw7NfYHeQ5XKPfCXTtA/bYROiWlwG/xGrfLAPzzLD6V4CWBgYwm8lqITVyrfZ5TE9cxpjwtjpuhzJYl2RlNj6aB3aLIv/DoVj4rbDr6QVGclRi+KXVJGEwz4sEuqJtGw0kHQ7IwXmXe+bDjWEiAA/KlJFEh2nqZ1hDcq41Ue1dDD0clfaOmrLVEMeCEBgMgLDKBJnrkxA6Se60aFPx7KrrC7s+VWKMKpFOiO8CTdc1ZdpWj4+IoYLKuHMm+aU+VT2+3jm94TX6WVOl09Vkfj7NqK7K5SZPXv+FwYSvy13DMiZqLz91quWKDxkHSr2p4E2VSRhN9Nv08qziiTkFhaRzLoiSXG1KZJwPIQ2iMfD4Rd+O4giCYdlVZHodlYVSbgUEYm5qiJJ7QxdM6Ai6UobRdJnyqUsBCYmMJgicXaHT8n6qdlFu6HuIHN1umia6pKwXS+AUvUQrqZINheVq3e2NiiSrHDpqkgkfySeqookvfPUCyA5gXbd8R6ReyRdE+G1nrCJNMz40WlRJKU1kuyyQWnc65mnWSPJqj1vcOqUsC9TrpHodlYVicsgq2KiVsNzCYsiiRZEx1MkykWrlDaKZOKIQnMQ6ENgSEVSOl90SwX6kxTGDvhI7yp005+bfdwnvFfD34iXXfnICqb0tNufectXDYrESx95OMXVIOsQ9jUSWQAQtRSKEv1cM105D29ZlXjjavBX9/0tpeHiRNhEuIwf+UjOp0MBFEag9CZlf/HF1SPfGhfP9My6IpH4FApif9VJuhNKrirbSB1G4qx0m2RPRSIu8IeP3LOlhOTw5o/0sIokZpae3BYaHkqunqoiSS+QhVcMB1wjEUvstFEkxtmVbBBYAoGBFUnpnR+l2bwTgtJFBNkfLcakCxXR9R1fKs3Z86pNVfrovQ7DRiRK9JldJmuRF3ILcKSoZI8/l/XPH4XzezqDu2AjGWRJybtSHpCRr/xTx17Ahc81uDpFkPlvZY8XJU40yA0rWTJKZl2RSPwWoeawOIPFDN+KXZF4tiIO5M5lj1oeFfH2hw9X91Qkck+S3PEtMd59qosELnNqZ6TAvPIOsfsHyqIDtqpIxBH+dtdwKMqJSmSznXxkp3/+y0g7bFp6JyuCrp5BTpM6zWBkhgAEdAIDKxI/faTqITwRb/OKC2DprayiReTGiLDaVGfItxJTZZ6SiXtwReJaiUSJRMSuayRisFQlEUKf2aN2w5Dv+x6tGaSrIFETchust1xOoKU2Fyz9V25D7AzDm8vpOYf3KEg8EMniP17cpGNDyawrEmnIGebMcD11ro/0Qae4GC10hW9nkVd0hN3xF8J6KhLhLCNWRJt+kcjlV+wM+xtFeo9dHtyNrrRWFYkcWeFCYHgRZ0BFIkDstKOmw8OwpIDbZidKQQAC/QkMr0hkTkwVSTrNNVvvwoybTeTT6aUC6R0t481Q3sjmbrYVHKNdx82hzt4PJF6omiqLPZFq9KZazlY7ZS7ZI09qVK1VMiijzg1FI40+Boj4q9bQcHRU67RkkHYtDrXUpuRppi0Fh7q5rWcvKA4BCIQERlEkrgH/9sZQmkQvt5jeE84YuXdPltxDI/3dFdNbtZUthrHZbcstLNP31K3N+Ngjqqj/Wt3EvXBm+6tm6ULUxMbQHAQgEBE4dOQT7r//j77MJb8n+nNYhlkDhm1istrGUiTuJClc7fe6ZJaw5GlmV27kug/nTMOOuWidzPl9gvPmtAvR8r5ldWFYDv1rCwdteiWuf/3UAAEI9CEggiCqYUpF4prO2tCnU3OVHUuRuP6UXps240mqXI8Pr3a7P12U6nTpZy5Xra5dv64+L1655DTNpYSRfOSvUY5UP9VCAALNBLoqks99/KsXPexDTrK4DWlU5MvXv/Td977kj9xXf/npb3z5c99yGy65nZLHZZZsvlRoMIrE5L7wbR/+VM9y24GpdjJBAAIQgAAEZiXQSZE4teFUhRMcLrkN96dXJG77n/7xX7zs+MH3/sltX/KMj7sMvpQTKL4UiqTF7dEjFca3ULS0RBkIQAACEIDAtAQURSLywidnl1MY/v4SLzjCSzzZbVlT8QsqIlNQJC1+9m84cGska7yK39JnykAAAhCAwG4Q6LRGkhUcVUUSKZvwnllhzFUb01iTV1TJ9ZpBXpJmapVMEIAABCAAgUkIdFIk/ddIsn1CkZhc7R+vHepF8qZWyQQBCEAAAhCYhEAnRaLcRyLGZtdL5LZWd+uJ3Fzy4Tf+edQzFEnd1f4Okug3MuolyQEBCEAAAhBYA4FOisR1SJ61cSl61kZRJL5UVo64b1EklZHin7LhVR9rOKawEQIQgAAEWggsQQ0swYYWdkmZUd5HIj9iIp/w52EHsZhKIAABCEAAAgshMPsrU2c3YEBHDK9IwhejzfgytAEZURUEIAABCEAAAmMTGFiRyG+F93+4ZtVv2BzbZ9QPAQhAAAIQ2D4CQyqS8FnfPr9f41ZZnKaZ99Xj2+dpegQBCEAAAhBYMoEhFclQz/q6F6m5hZYlU8M2CEAAAhCAAASGJTCYIgmf9e2zvCHXffossQwLiNogAAEIQAACEJiAwDCKJPxFPXfNpY/d8iv2vG++D0PKQgACEIAABFZHYABFEsqRnj+k525olbtie9azOjdgMAQgAAEIQGDHCfRVJAM+6+tWR/xzOk6a7Lhj6D4EIAABCEBgpwj0UiTufhGvIdyGkxRtH3dLrK9H1kh2ygd0FgIQgAAEIACBdkUSPuvr39A6yIb7WT4cAwEIQAACEIDAThFoVyTucZhB9EdaiVsy2Skf0FkIQAACEIAABBoViX/WdwxRwrvnGZcQgAAEIACBXSPQokjkAd3xPtzWumujkP5CAAIQgAAEOiuS8FnfkURJnxes4VEIQAACEIAABNZIoLMiWWMnsRkCEIAABCAAgYUTQJEs3EGYBwEIQAACENgJAiiSnXAznYQABCAAAQgsnACKZOEOwjwIQAACEIDAThBAkeyEm+kkBCAAAQhAYOEEUCQLdxDmQQACEIAABHaCAIpkJ9xMJyEAAQhAAAILJ4AiWbiDMA8CEIAABCCwEwRQJDvhZjoJAQhAAAIQWDgBFMnCHYR5EIAABCAAgZ0ggCLZCTfTSQhAAAIQgMDCCaBIFu4gzIMABCAAAQjsBAEUyU64mU5CAAIQgAAEFk4ARbJwB2EeBCAAAQhAYCcIoEh2ws10EgIQgAAEILBwAiiShTsI8yAAAQhAAAI7QQBFshNuppMQgAAEIACBhRNAkSzcQZgHAQhAAAIQ2AkCKJKdcDOdhAAEIAABCCycAIpk4Q7CPAhAAAIQgMBOEECRjO7mQ0c+o7dkaGBRxhjsJQsEIAABCOwKgXZF4mNbFOTC/SFFYzZXpFRD9JXLVvVSychqwWEziBmWOlODFRqWCtM8dmPa6qcUBCAAAQhAoIFAoyKJopr+pzcrisql8/Xs/nRn9XTfaFUDta5F7CIgzFna7tp6lN9uTM+GKA4BCEAAAhCwE2hRJNmQFqqNUsxLFYlf9ohUS1pDqdHS2kPVSDuj/jntIkDBaFxlqVprN6ZaFRkgAAEIQAACQxEYTJGEBg2uSJQgqrRVDeGlCyLRpZO0a1KzsmyTXQ3KFlEcqUuHkvFSofItimSog4d6IAABCEBgQALtiqRNJUTR3bhG0tZWqhhKsimqX1/vCasNC5a2UyFi1ATGXuvrScbVpgGHFFVBAAIQgAAEGgi0KJLoFNwe89KVg/CEXqqN9mT/LAmLqP/RUod+QaS0oGLsXapp2pqzdK2nBDHqoYbBRBEIQAACEIBAM4FGReLby14dKMW8iRWJYmQqVlIBUbrwke2dHuZ1vVJynoIxJVkSc9lVqJL8ah5GFIQABCAAAQj0JNBXkXRa0phLkaRGGi+IpOE8u6e0M5JEpT9RJD0HMcUhAAEIQGALCLQokvQM27gGUFIklvP4risTupEoki0Yu3QBAhCAAAS2iUCjIlFuksiumojmiMB1utPCX0OJVhqM939UbwfJXvVIG1WWQ1JZNtIaSWRDz9tKtmk00xcIQAACEFgvgXZFUrrNIlUMyvKGrgNK6xxZoZDKndDCrHApdSGsP2pL73X222hnlVso6aprOaUM1a6VlNx6hzKWQwACEIDAqgm0KJJVdxjjIQABCEAAAhBYIAEUyQKdgkkQgAAEIACBnSOAItk5l9NhCEAAAhCAwAIJoEgW6BRMggAEIAABCOwcARTJzrmcDkMAAhCAAAQWSABFskCnYBIEIAABCEBg5wigSHbO5XQYAhCAAAQgsEACKJIFOgWTIAABCEAAAjtHAEWycy6nwxCAAAQgAIEFEkCRLNApmAQBCEAAAhDYOQIokp1zOR2GAAQgAAEILJAAimSBTsEkCEAAAhCAwM4RQJHsnMvpMAQgAAEIQGCBBFAkC3QKJkEAAhCAAAR2jgCKZOdcTochAAEIQAACCySAIlmgUzAJAhCAAAQgsHMEUCQ753I6DAEIQAACEFggARTJAp2CSRCAAAQgAIGdI4Ai2TmX02EIQAACEIDAAgmgSBboFEyCAAQgAAEI7BwBFMnOuZwOQwACEIAABBZIAEWyQKdgEgQgAAEIQGDnCKBIds7ldBgCEIAABCCwQAIDK5JDe59sP0v7B4SitF5tpU/ZauUDZojsVKiupUcDwllOVQJ/gjEvXZ6yreVA1i0Zj8l4Nc/LduJBG3V2soNlLsiHDl3m0lytr6XdzorEj9p0w0+OcykSmZqb0fcpW220xK1aMM0Q2qnbPGqPGizfkSKzYG9rVGbJMO0dRPt7Qn+FO7MZjhz+cdm0/smGQRsTi3nj1WxpfYw8s/doAQZkhq5HrYx5uzu8IqkeYvY6tyxniyIJnHQ0/Pvx1HNgzVi82nQ1Q/WkbZDTArsZ1ZzVDGMM91ka7d8Ru9n2nH2silppaDQ9YwtnzJwUPnqGVzrhi/YrTQzY91JVDUyMVo1Xs9GAwbNtX48aTlCj4ar/2eCCsMLsEVRdRKlmaLCqU5GxxwmK5Kg7qqyrGboqkk5DISsEe7bYs0dj299W/0il7KzsOfuYOrsi2ZvxD6xCy5+6rElLNUAwEjZmG8+AhprnKjIeq7l61FORRIN5oHF7QNOXjiCFGIpEG07ZQSw73f/KjCnfZvOk+7M5fRPVedm3EjWXbSiM+qX8YYuKtSmckqklC8M+hsZEBqQ2+wwlX0iRrBeiHqW2Za01utLYaDrm9NESEcgOP2XARGx1LCFbyxjuNPxSf6VgS75TfF0+gopXtbMTX3SGN6wiKR1KqTct49ZTCsdS1V8hw3Q7W1VpNlDainqUdbEysVhGexZR18kttDM9RnSwoQFZRNkZIxzbpSCSdq3UWfs4OdiX/YOiKq/TKy9+2SNdKcxmPtLfWKYEnjpwISm6uqoMyHD8pNtVtqWhYoefzuHGPZ3XSCIKpeARzQjRgA47HNUQDl8Bl81s2Z89dNOpKowx2e6UrE1tKFmVRpHogMzyqfaxSrWUwd6jaFaKpox0blXwdmq0NMyyzkqnPN0MvZIqdmVYpu2WAJZGdWibfWSWHGEwNXPLyF6pjFgZT5EozKse7zNLdPX1gHNRD5cdmBJTPtVZqNqL6OhrG5Od2DbPh/bOVo+FIwevSZGkx4IvrkiZbCmlqsBTB6xSgmb1eLHHmixbi1vTMGrfM4oi0Ud8pDkscKMK0xq6zt3ZgJc1zOgAyWbvmmUatTRt73in3oXmKbRLvbBz0CtPkZY420WGrzNqukSyeoSnB1up5qxeKaHWp9oSmagJ3ZKDR8GBBwGMiiTULunFmtIKc3KtJ74bvcrcGIeUoyMdSJbDLTuzWTxYFQHV4ddcQ3auS2srHbPNWIY6vjod2g3RJCly4MqjH+El3ZDVMamSiLKFB45+EOn1l6YUS3yxT/KdRng6H3baM4Mike7JR5/NS+FKCWPVOsPWIzOiYy81spQh7Iuxa5YjxzIXZE2qTl6lDN74qEcWa9NjoI+LS1N/6QhsmLaizlZDQjrDWjoYYUn/tBztxlGdDTNZn5bmCP0WEP0Mb5sUiXeKJU5nZ39LwewBrgzL6owUDoDs4Ow6c9oDm26bEvz0I9d4dFiORKXv4eFQun1kVEXiRUl4EIXXaAz3Zu174GBfMufJSljJBjIlSuqhvJMQ8ZnnUSRKvCnxCkNR1+MqjSVZWPZjIxtXlLDdFkdL/tYRWY5hu2TRI6gyYfV08TSKRB8GkdcsMSbr6Orw6zTwSmRK4U2ZF9I1jAZFIpNpdTk6nfQtI0SZPTsV12cMJXgbnZ7aaSlod1kbh/Tg7TpzWhSJxbZBFEk1/umaY3WKpDA7Vd5oUh2KxvBhGcCp+mlTIWGpGRSJRXNUQ6bxMKhKgeyhYqxc973lAOgfivQajINPp20/zqvdqQbs7GFQnbgt/rJX0lybRSukBLo2Z2nFUqcoiWgGUU4Ek0stxSeBjWeTpenMYnw0TroWqR4XpXmjOi81F9S70KmD9gnWwqHadDWDRdY05NEPpbap5kgp7bhI89gHfDVn9Z6SwuXU/N2WqSQtcR5wenRVldSMRa+0KxJpOJ0a/M4wQ3a7ZHdUbbahrF6umhRNgmFDUVn/Z9aYcGLKVpJ2LaqwCscfUSXDIgJh/VHZLKuoC9UeZTNUe9HTxSWr0g5aumwcHinJlFU1j+942+gtgU0ExP4BqOcv25B5PdrBY+Rohuz+dIrxS80BtPgNbNmJKTXS0illhOgVpgWzx2xpDlUGQDYM6OPTYmo6I/U8+sL+Wkap4o7sbFlClN1f7Ut1PhxqqtlzX12RSLZ0dTDa4+VLeAkmW9bnrB5oaRP6dFSKelnmEUZlzgzDSjqWSgdOdX+7IqlWTYaeBNLB0bNCilsIlKY2S1nyrIuAfog1j4Tmguuip1urSIS2bjIfNnBb3VBEkTR4eaIiHIETgT7YzOqO4VkobUejyiHWPAyaC24HUt8LFMnsDl3jUESRzD5sNAP0xeFFm75O40rL1+vsDVbXCaSHmOypl0xyNBdsaGvhRUrHUc/ji/nQ6Pf1DkUUidHFZIMABCAAAQhAYEQCKJIR4VI1BCAAAQhAAAJGAigSIyiyQQACEIAABCAwIgEUyYhwqRoCEIAABCAAASMBFIkRFNkgAAEIQAACEBiRAIpkRLhUDQEIQAACEICAkQCKxAiKbBCAAAQgAAEIjEgARTIiXKqGAAQgAAEIQMBIAEViBEU2CEAAAhCAAARGJIAiGREuVUMAAhCAAAQgYCSAIjGCIhsEIAABCEAAAiMSQJGMCJeqIQABCEAAAhAwEkCRGEGRDQIQgAAEIACBEQmgSEaES9UQgAAEIAABCBgJoEiMoMgGAQhAAAIQgMCIBFAkI8KlaghAAAIQgAAEjAQaFcn7+UAAAhCAAAQWQ8AY88i2ZAIoksUcTxgCAQhAAAKtBJYcaLHNSABF0jr8KQcBCEAAAoshYIx5ZFsygUZFsuQuYRsEIAABCEAAAqsjgCJZncswGAIQgAAEILCFBFAkW+hUugQBCEAAAhBYHQEUyepchsEQgAAEIACBLSSAItlCp9IlCEAAAhCAwOoIoEhW5zIMhgAEIAABCGwhARTJFjqVLkEAAhCAAARWRwBFsjqXYTAEIAABCEBgCwmgSLbQqXQJAhCAAAQgsDoCKJLVuQyDIQABCEAAAltIAEWyhU6lSxCAAAQgAIHVEUCRrM5lGAwBCEAAAhDYQgIokomcegGfqQiEHp2qzRnamWjgDtHM4cOHh6iGOiAAgS0ngCKZyMEuZLl5mc/YBNyAjhTJ2C3OUn/UTddlOZIXmGTkT3SY0QwEILBmAiiSibzHvDwN6KwimabpPq10UhIuwKNI+tCmLAQgsEwCKJKJ/IIimQb0ehWJkY8MJBSJERfZIACBFRFoUSSHcp8+fZb6pIZwu1SnJc95553nsv3gBz+QSs455xz3p/tf/nT73Z8uTx+zjdZKEyiSnqiNxVetSCwrJSgS40ggGwQgsDoCi1MkFoIWRXLJJZe4bF/+8pddhd/97ne9iHLbbo/b7/a4PJbmlDwWS1JF4uWX3nqo0rI5jfX07OO6ilsUScRtCRjF7LEViT8KlIZcHosZLo8xJ1p8XUcQ1kJgRgLtiqQUI0UHyBLF+eefLwpAPp/5zGfcKoX7yksE2V9aI3HZXA3y7ctf/nJflexxf0or4Ve+rU9+8pPuqw9/+MPSrp+L3bbb4/a7PS6P5PcGuwpFxISGuYbE7LAXbs8Xv/jFkuUpnHBetoTAqhwRbjMOnWU2bVQkIbolYJxAkYQCQhETRp3hVUs1P4pkmUcKVkFggQRGUSQ+/Iso8VHf75drKGHQzW6L4PAfX5Xs8ZWIKIngfuMb3/D7Zb1ENIqsi7j8btvlETkStuK2vSgJ90tBr0LCr1JdhSKZa6yjSEorHFXpIAWN2VAkc41w2oXAFhNoVyRRFA+jsugDH+nlK1ntkEWL9773vRZFInn8vSDR0oWrJG0ldJVvQrSLLCrIrSRh62KY1CaGRdJHvhIzwl7IQovUXP1EaySenucW9i60MAXlWww37JZUTV11BqMiEcJZ+BHw1C/R+BkE18RrJFk9IVokPK69RpGd/ttQu/ivSkqINZJBRgiVQGAXCIyiSLyGSKOpfCU3lkYB1YcHv9+HfKcD/BWWNB6UgrGoB1nVEJEke0QqRbIjkjuhMaEkkrayvdCHS+mqjXTWd9lvZ+NlKTpG+3dh4Jb62EeRKF4I/aK7pg1+pEhCWSBSwKc+d7b6anVFEn3rDYg2vEbR7ztBkbQNCUpBYAcJtCuSLKxIHPRUJK4JJ0ScmPD3i6SqRTlhlQUPKStrMyJx5JKNrHxExRWpVM08gSIJA1WqXSJls4Oj2XXZrkh08VdVisPSTtdIUvUQHqtRN6Xj9pSKDH+9JhRAkeZAkezmMUWvITAZgekUScNVm5BCKm7ChYHw7NbvD+/5kFtDwltG5BZX96letQnNSDNnm07913+NpHQGn+6fbPQssKFOiiTSo8Y1knDgDUUge9UmWh1BkQxFm3ogAIFlEmhXJNHCsnRPWSORG0vl429ZTUuFNfgHbWSnv31VaSWkHD70G8kXV4N/cie9s1XueE27E2ka351S5tAYoyLxXfPRMd0Qw6L/vQ3LHGeTWTWSIkn94vkP0rWJ7yOJVjvCG0RCGSTb2czZNZXsIg1XbQYZIVQCgV0gMJ0icTS7Pv3rrqHIYzIiR6KnfyORkfWW3NPqbxlxeSIxJKX0p3+jmt3Si6vWffxDxQ2KJFIzofoJ1UYU9nypNE+k0nZh7Gb72FWRlAinoytivjpF4mVHqDlSLRKOMZkddEUSZkCR7OxxR8chMAiBFkXS1rDMdOELyvwbVNsqXFcpzhSn8ZdFkUxjSadWJlgjsd9lMmxORn6nkUBmCOwygekUidxPGn78vaW74ADm5Wm8vF5F4kaI8cPv2kwzlmgFAhCYmMB0isR1zF+CcasjOyVHXN9RJNOM7JUqEicyOn16Pmsz7CqIXhsjf5qRTysQ2AICkyqSLeDV3AU3L08ZBna5rdBHW4w9GorG9ZVZsjmx1XzgUBACENgdAiiS3fE1Pd1aAp3WV2bJvLXo6RgEIDAcARTJUZacyQ03rqgJAhCAAAQg0I1AiyLZyisCXO3uNnDIDQEIQAACEBiUAIpk/93bKJJBxxWVQQACEIAABLoRQJGgSLqNGHJDAAIQgAAExiCAIkGRjDGuqBMCEIAABCDQjcA8iiR6j3V6Y0r0LrXqnSvVCqs1cNWm28AhNwQgAAEIQGBQAvMokuj3MrKKJNxZFRzVDCiSQYcNlUEAAhCAAAQGJoAi4arNwEOK6iAAAQhAAAINBEZRJMqPhYa/by6XZvx6SfRnukZiye8v9/ji6W+ZZtdLuGrTMHooAgEIQAACEBiKwNSKJLxekwoX962XLJZfRQ/z++1sE9G3qShBkQw1pKgHAhCAAAQg0EBgREUSLYeEmiD8SvZH+iN7X4iuYFAkDe6nCAQgAAEIQGAhBJaiSKJFCxTJQsYHZkAAAhCAAASmITCKIskuV+hrJOFtH6UrLKyRTDMmaAUCEIAABCAwPYE5FUmkUZQ7W9OnhaM7WEt3yEaXhJRngLmPZPrBR4sQgAAEIAABT2AsRVJ9/8f0GfR3lqBIOCogAAEIQAACMxLYckVifPTXUUCRzDgKaRoCEIAABCCw5YrEvhKDIuFggAAEIAABCMxIoEWRuOC9lZ/Dhw/P6AmahgAEIAABCOwygc6KxIXtLf7s8lCg7xCAAAQgAIEZCXRWJDPaStMQgAAEIAABCGwrARTJtnqWfkEAAhCAAATWRABFsiZvYSsEIAABCEBgWwmsT5HIA73eH+H2djgp6uA0nZql0YautdnpHwKXFqM/UzPaWgnH5PYNywZnUQQCEIBAJwJ9FcksM++MiiQNZhGBarSzuMfXmW2uZ7wsGTCLK3UaIYdmDZo6qJMLqriy3BYI09Lrqjt2p7P9cVEDBCDQlcDqFUnXDmfzd4ofkR5Ky3aqrWpPqj8s9TfksRQZhLa9EhSJndXYOfXhscDBMzYQ6ocABAYn0EuRyDQ08WQ0RnOd6tQVSaeqqnJE8Dac5VvMiDoy+NjqWeEgciQdn13J6D7akTWDQaD1HA8UhwAEtp5AuyLJBgzhJUE0jaOWnT5PlNnXGbabbqdNhPakE2tabcl+PxSijutxPUVh72AYTZVWoiayPYrGcRZmVv0oNEodKY2B1KFhzrR1RZFkx0bWQWFPo+3ITjvhkl8iA+xDMXu8hLUpGbJfZYdESd0aj8pwCJUa3frpkg5CAAKjEhhekWRndvvOcN5UYpIPJ9HEnd2fxqpoei39mSqYNBrpkSzbdBjLjQZnUYTGVMNkKkrSGGM0ppl5iVUYFLPMB2kxwlWiZ9yvHJal7nQ6ClJfGO0vtZIOIaM9kUcUJ446VVE5BCCw9QQaFYlxVpJs2RnNOM0ZZ2FjbNYVht5Wqi2i3ik9UoKcsYNVcdZfkZQ6mBVVinYxetY4hBQhZanBaEyf8ZPOEdVIb3eWfVDpCsZiUsOhGonarZ8u6SAEIDAqgRZFIqeA4UcJWuk0Vz356xlFStN96eS7FNh0y/UzTqPOUOK6JUZ28oIS2pW2sl7OujurmYy+UFxgUSR2D1pEjCIXSkOov5GWmkt6OupU9cBM84cOTYun7UoefUSNOm1ROQQgsJUEGhVJ6dyoNGmm7EqyQ5/pLBHFkqckoRQxFBWJAnB1gi4F7JIayGoau3n6YDVqPj1MGjlnO24sa1RRxtoaem0BbpEjipd1NS8FswogewxWD0A9Q7V46cAvyfetnDTpFAQgMBKBzoqkQTFkA4YxikQnrJZSpeYss22pfmNotAg1BWAUeNJwaImp1VJZrZONizqNoXxhZG6RblWApSjetS/K0VitKjTS3nej1+zHWs+cujuyx9pIUxjVQgACW0OgmyJJT9cse0rnedmTv5JukP3RbO4zR9Nr9s/SLJmGsWhP6mxFGUQxL63K2MES2FQbZZsIyegtpqElpVeqIdQxllLeVCUq68EsO2bCgVGqOXsSX7LH0pfSFGAcipGDLCE8zVM6gtIhnfVUQ3HlWC4Nhq2ZK+kIBCAwNoFuimRsa0at3zLpj2rAXJXTcSG/Lg5Z/bHMIbQusHMxpF0IQKBKYJsVSXS2WmWxlRl2NloY17EW6/Sl2V9daVssSQyDAATWQmCbFUlphXktvulv527KkfSaxUo5+KsqK7W//wCmBghAYKcIbLki2Slf0lkIQAACEIDAegmgSNbrOyyHAAQgAAEIbA8BFMn2+JKeQAACEIAABNZLAEWyXt9hOQQgAAEIQGB7CKBItseX9AQCEIAABCCwXgIokvX6DsshAAEIQAAC20MARbI9vqQnEIAABCAAgfUSQJGs13dYDgEIQAACENgeAiiS7fElPYEABCAAAQislwCKZL2+w3IIQAACEIDA9hBAkWyPL+kJBCAAAQhAYL0EUCTr9R2WQwACEIAABLaHAIpke3xJTyAAAQhAAALrJYAiWa/vsBwCEIAABCCwPQRQJNvjS3oCAQhAAAIQWC8BFMl6fYflEIAABCAAge0hgCLZHl/SEwhAAAIQgMB6CaBI5vfdoSOf+U25/HKxpZMlpSINVXVq12ce1YCuNNIuTMahKz0jt/4EuhrWlr/Nzq7eifK3NdrWwbWU6opU+hVNg/qs2NbEZADbzNsmAs2oUSTN6IYpuMAZrWSSP2DS400pEmFKJ5qwbLM4sxvQ1W2DOGiQSrpabslv4bZY49OhZelyVjJ2KhiN2E5ldyRz1zET5bcUt+Qp0Y6msj5VKU108vXEBDrZNmVmFMmUtDNtjXEw9OxS1qR0p2VetlTVcCjag8pC8C7EjNVx6zmSjcW7eqdrfqMZi8rWs49dizdMAl2b8Hj1qWwoL3Q1b0oCQ/VxjHpQJGNQ7VBn14HboerWrPYj1ue0nGpnZwQpaBE3em86GdAKpr3cAr0snVk4t3biXUp29U7X/F1sWUrenn3sWnyyeGw5RxrEB4slMEjvxqukXZEcOnRZ7pTrMrc//Up2Zr8KAlVcYbZIWFWUodRKVCRsUbHKDSn5hKHUR9B0f/hVadxnK4x2+lBRMiDUAb6sMbMEoWwNDecQYT3hYPDGVAOeh1YKkEYvpDNaWjDyo8WzYcyOUIduyvY92pm2nrU5cpD/MzveSoMwrCR1t8VTUc1RZ9MRG3q86+DPkozcl4UfzT/RqE5JRkdWOuAbWFkarcKpjp/s4CkdXCmW9DjVJ4Hs8dvJI0oNqbujzGnZ7LFcOuRTmKUjMRe/9psyArdMMtl5pjQPS+YBCaR9XPieFkVSiuKhEClt7+EuSpmDQ+doNqU2X2FUrV4kNSNrlT94ogGa3Z9OcEpMashcChLZqqoRpTSby/GgfJvtVLa5bFUROn8Epkij4tkDO51qlVLZCUj3bBR6SxGrFINT15RARdO00i/7MLBYW3WcTkA/EOwjU/d1BKc0RJWpX7ekCqFk3iBwLLOEkXM6wrOHW+nAVAbnUPOJBbVl3rAMGMmTCpcSJYsjjPbbzcuOzAEJWDq7qDwtiuTIKD8gLLLrIp1yWmTHnqvy7U6mSDrNs+lUUpojSsdDtgY9EpcOwmzgtEx2pYKpGcbjPxIi/gisBuyuPJUu95w1dFOVGKYc/zq9FFrD2FB6HX5lmXn1QViaarMGWGJhG/BSpzp1VvFLFVTVbHtMslcVjbFw5JRGkfFwUHgqM1h1qHSaN6pTqHGiMx6JWduqBlsmYcuwz7qyD4FF6Y/UmCkUycGRmrk0kwoXRd8kHtqvcHBFslHXRz5VFZKNqZZJWQn20rgffKE96VCO9mQzp21V+1hSAKVDonqghgWrvSgdjdmO6OE5mi7tnq2GnHQqr1Yeelafx0t+tIyNrpZ3CtKWzKXBow+SqMvhIaAcUJaAqhxr+gGuGFyFXMqQzsWljlsmHz3MiA3p/+ncUmrLOJ+UHFR1on1IpE0os0EWssLKMh96jKUJWZ+IqgOmVFyZVToR0IfK7N9Op0hK95cEIyx/meaIh/LXekrFoxWX9EpTmqEUGzqNoeysZ4+gpUOoNJlGE00pBlSjtT5vVqfy7IwTBYkUb9qo0Qw7T/1YtXi2Ux5LZiWs6vNy17FhMabUYtey6XRp7GYYJu2jt3qUZe2vDuOSrFH8YgQlfCy6oZrHUpUeiY02Kx7UPZUe+Nn5QTnYO1moH+MRCmXkWBrNzrdZl/U5skrj0Dg+lYl3dsFRNWAwRbJHoSgpSveOHIxSxctApZs80nURr3ssRUKZklR14IbW7MHZfCTocdcy7KqhyzIjG4/A0uxjKa7MwhZ6liZS83S8ljqb81QL2m0r9avq2U6zf9XgrpNjdXZubrHtqLHYX0LabKrSaDiT6IdA6MesT7NVuZxK0LUfLMoMoxtjbCKy09KcxZVpnuo8M/jxsnwCVVkwY4YWRVJ6dEVESboWEuX3sT/dryiMlJFyL2okjxTdExzV6eUkOWr2PzLW/YEUbmf1Ss7go8X9qM3OIFG70dRTPcaylZcMVvoYdeEAjuQRpNCqUs6DjjDdP5ua3WlPFa+YbfGyJU9YVXaolDwb2RCBCnthHBsN1maHWZ96lF74/pYOhMjLlkNPB146iErDKbLQ7tnUlVmXZUdmdhhUvZ9myE4+pWlKP67t3LLuzk5W4UGn4EqbzrpYmUurkCPzsigajtlotGQn0nCAKaM96t1QBNIRspA9LYpkJNN1hZE7xjLXcY74r9dqTXMH08OvuSoKQmAtBNJpfS2WT2CnAqfrdGHk3LXaCSDM2ER/Gv1rmLH7q2t6rYpEfVhXewjIfs9sV18ycLsSI/92EDBGyu3obNdeoEi6Ehs2f/9puX8Nw/Zou2vbKkWSvXl2b3Es/362Uv6uLi+tDXath/wQWCkBZWV7pT0a0OzSVZuGJqqcCZ8h1f40ouspDS6jSCcCC1IknewmMwQgAAEIQAAC20QARbJN3qQvEIAABCAAgbUSQJGs1XPYDQEIQAACENgmAiiSbfImfYEABCAAAQislQCKZK2ew24IQAACEIDANhFAkWyTN+kLBCAAAQhAYK0EUCRr9Rx2QwACEIAABLaJAIpkm7xJXyAAAQhAAAJrJYAiWavnsBsCEIAABCCwTQRQJNvkTfoCAQhAAAIQWCsBFMlaPYfdEIAABCAAgW0igCLZJm/SFwhAAAIQgMBaCaBI1uo57IYABCAAAQhsEwEUyTZ5k75AAAIQgAAE1koARbJWz2E3BCAAAQhAYJsIoEi2yZv0BQIQgAAEILBWAiiStXoOuyEAAQhAAALbRABFsmhvHjp0aNH25Yw7dOgySVXLjdmq9YyaYVgjnUOn8ek0rQxCfkWmDtJfKoEABEoE1qRIZDYPP65X/s+wh+HObAbJnH6V1h+B61Rb/2E36mSdlQ52PZHtnUWIHPTUvnBR2u1p0hBeyKurNnkxqk99Z6dppT9bOQwb6mmD39AQRSAAgckIrEaRpNOW35Od0cKdpckr2q80kcqd1ENrnCKzAqKrqsgqDOMIDtsqrUYMu0phNKzaqbY42hyAG8zehSLNXtgFOPQRAqsjsAhFYonlPRVJGgmkQl3WZONHVFBcnt25/NGwNEWyR/LAgoT82Uck9fdCgVLLmT2KpL87otODYSukNghAYEYC8yuS6CpMiYVyMmRZI5lekdgvCSmXikLB5EVP1N9s8ZRqVvZZFEnpokm63+9JVz5SnZEtblEkpXalrG8oWlnxfyp5fA1ZVaQHwgh4SDtdikvHhozPcH+pBr9faSKS2p1GjlfYaal0CM07yMOTgRnnUJqGAASGIjCzIomiqSI7wik76vwyFYk3MjSv03Y2kkWzcLbC0s4UVKghSnoi6MjR1YtIc2TzRPIi1ApKnfY1ktIVn0hzhG1l9UpVlqUZUlGYururrzvVkErVrAqJ5EWUJztEw516KyWJ1rXjUf6w0VRz5MZw42LVUHMo9UAAAkMRWJMiyc6V4SRbnSKVya4khpQZUJ86q4qkFB4sYSNtWqlNGSt6MM5F4vw1lKra8OpEWX5IK8lW26yQjCrqSBTMy680RnYagWlmvxSRuqlTaI9qrpYtZaiOW+MJgC6w+g9yXU4NNT9SDwQgMCWBmRWJTEzp2q8FQTYq6/PplIok26/SubVlv305JKSqkxxbkURrMF6X6KpCkSZSQ+mKjy4mLIqkWnlWkWSBVzVBVFV6FFhqaM4ziCKZd5CXfGGZPcgDAQgskMD8isTP5rXYGa/NNiiStC29kui8M50BZUbWTweVqb/Uur4EElml67nsGW1WEKQ7h10jSeVCJFBKV2HCbEZVoSueUruWyqtRsJPv9AHWrDbSEZIO0ayKCo/BauvVDKnkytZvqUcZ5PoIX+Cci0kQgECJwCIUicU96bxjifR2DVEVH8qc3qZIjBNxqd3s/mx//c4cw8ybNiyB2ZKnT+AP7wVZviLRVWlJtoZDrn8NdhWijJzBFcl4g9zYC8vcQh4IQGAhBNakSMIl4qxAyZ5I6WdXabTILkSH019UpPRV1tpS5dn9oeWl7fBMNzw7T3udmp1e+5DYn6qBaM8RiWPKqbfia85myzaUvRKUrSes07Iddr9qWBRrlbHnfRRKQ2XgRbJAGvL5LaPCkic7crKD2Tj29OFXaq6nqek8sJCJFTMgAIEGAqtRJA19W2CR0gTaPLFGBZvrWSCrhZu0dtTjjZwpB/navbDwQY55EJiYAIpkUuBTTtaTdmwnGyutlq0CxtoVyarhr2KEYCQEpieAIpmOeXZhP1zNbjOldCWorTZK7Q6BMUYOg3x3xg89hcDgBFAkgyOlQghAAAIQgAAEOhNAkXRGRgEIQAACEIAABAYngCIZHCkVQgACEIAABCDQmQCKpDMyCkAAAhCAAAQgMDgBFMngSKkQAhCAAAQgAIHOBFAknZFRAAIQgAAEIACBwQmgSAZHSoUQgAAEIAABCHQmgCLpjIwCEIAABCAAAQgMTgBFMjhSKoQABCAAAQhAoDMBFElnZBSAAAQgAAEIQGBwAiiSwZFSIQQgAAEIQAACnQmgSDojowAEIAABCEAAAoMTQJEMjpQKIQABCEAAAhDoTABF0hkZBSAAAQhAAAIQGJwAimRwpFQIAQhAAAIQgEBnAiiSzsgoAAEIQAACEIDA4ARQJIMjpUIIQAACEIAABDoTQJHkkR3a+3TG2bvAXO2K4V1b74Mo21ZXA3rzjitQDOjT2TY7xZhp2p2sIQuKabpsH/NT2mPhQx4IbCsBFEnRs3NNQ3O16ydo+1jvaWq2eM867caXcpYMmNiwEpxUOgwlXOwdtOdsc8fY9UdWVZurZmjrJqUgAIGIAIoERXKAwJST77oUycRzhyKM0q/avBaVsldizzkxtLbmtqw7bRAoBYElEECRoEhQJLMRUKYAfammWUyELbZVIqW2KYpvU1+WEFSwAQLNBNoVyaFDl6Wtup2SknXR/f3ZUkeuF2RKGZvw7YYbvmybVeE8lS6M+8XzcBXdZ4uW1pV19bDIEQ77M34aMJQVe92M0ADFGB9plIayIS1LQ2rTbc759yiSwIObnb7CaH/qqZBkWKpkZ9Spktlpuw2DROmyXn/aqTB/tgsKQPvAS47ljCJRDoe0eDpWI89WR77xeCy5Na1fGVH+oMgOJIvLmmdnCkJg1wi0KBIlwIciILu9d1QXpUxYpKRsLE2ErYTNlbazVkXTVhQPoukpnLaM26Vs0XydDWBZY5SdiknZgJFWFc68/tusFPA7o29189L6U5u9KDH2tGRJdr9uQMkpemfDQRJ1x9Lf7GRkabFUuQLQYqo+irI6w3IshGomMqM6bqtiNGSYHZBVv0SSOjsSSjVnPchOCECgRKBFkRyJBweERXZdpFNOpYZsPXtTyb4NUdnSfkuR7GxejR+lqVM5G6tOhdUMnUK+cdKsZjNO69mO6zRSnRESqJaNQnUYfY02Gw1IpaqyR+dpLFgNq4rGsnyVdjw1rJqnCrnkQTsEnXynoasMLb2n1YOOYAMBCDQTmEKRHJxPi5dm+iiSqP8WRaJblSoMOTdSZr3SVOULRsX9xKdUG9UZ2VCdHLMxoKFOoaETSNtKO16KSaWIu0xFEtLIipiS2XpAjaqyaALfkM9sj+6p3q1G9GgYKN7sdCx0sjk6ako2Z+mVDNaPiNLJRmmKaJ6LKQgBCEynSDpdhTky71iXYUrywqJySre2ZGd5fdbWY7Y+2vTmlJk3FTqpGWG0K4U65dTQMu/3URvDKhIlhOhfZeWFEuxTQeA7Uh08naRMlc80ikRXVNVBYtRYigxVhuggnq12oaEVYgwEIGAnMJgi2TtWjwqI0mWUknSIimcVid5EEAyKOsZilT2oWE55G6Jj6fwyNSyqPJshGgq6HClZ23WmbhA31d7Zw2ED81LIt/uiDZFiaqf43da6IiItawxG46u22T0rOasVWo4Lu2ctLZZqqx5u9pmanBDYBQItiiR6sCUSGelaSPogjBccxq+qTZTkSNRQtp7sjbrRMoP/0y9IZNchwmxRkPMFs/vDc9xSE6kNMlemlpTMKM3UoRqwtx62m6URmlfqdTYaKT1KBVYJbEni6B6sIi1lyHbWgqha0DiQ9Gy6gyIb9LFdHS16r0tHVrbaI8fvfqE0T9ab1dEYCYhwCOlHeqlrymG4C1GEPkJgKAItimSotpPoknkGp2tbytPFXavqmj8Krmms7VphNX+2Rd2MCayqmk0GCMxCgME/C3YahYCdwFYpkhnliJxlRuepdje05eyqSJiR2zhTajsIMP63w4/0YosJoEiGdK5yuWTIZoK6lOXidC16JBuoFgLLJ1C6lLN8y7EQArtDYEGKZHeg01MIQAACEIAABCICKBKGBAQgAAEIQAAC8xNAkczvAyyAAAQgAAEIQABFwhiAAAQgAAEIQGB+AiiS+X2ABRCAAAQgAAEIoEgYAxCAAAQgAAEIzE8ARTK/D7AAAhCAAAQgAAEUCWMAAhCAAAQgAIH5CaBI5vcBFkAAAhCAAAQggCJhDEAAAhCAAAQgMD8BFMn8PsACCEAAAhCAAARQJIwBCEAAAhCAAATmJ4Aimd8HWAABCEAAAhCAAIqEMQABCEAAAhCAwPwEUCTz+wALIAABCEAAAhBAkTAGIAABCEAAAhCYnwCKZH4fYAEEIAABCEAAAiiSRY+BQ4cOLdC+Q4cukyS2RX9GBoc5x+uLAzUNq2laGQTUikwdpL9UAgEIrJ3AmhSJRJ3wsxcO9z+hJ8Kd2QxHQmlcNq0/ia+Z5kq19R8cowYVryR0SZEqjIOo93WJ0lmvXYxA2uTFqKy85dO0YgSlZ2sztQ3+IAZTCQQgsOMEVqNI0unV78nOvOHO0iQb7VeaSOVOOm7WOJVHWsEiHfoXGSOOijbd8YN5wO4Dc0CYVAUBCBgJLEKRWGJ5T0WSRiypUJc12TgXFfQLJGsMiv3lRYOIQZEYD84Zs6FIZoRP0xDYWQLzK5LoKkzJE8oUaVkjmV6RpFeLSpeElEtFoWDySijqb7Z4SjUr+0qKJL1N5Ijw2r+DRAqG132iDAdXlQ5c2VEuEmV1Z0gy7EW6xJUyF79bavC1KU1EEraTR7xyTUulrpl38IQie2dnRjoOAQhMT2BmRRJFU/3MLBtvSisTYVU+BhwMkxOtkaSWpDN+Nk824kZlSwV9T1NNE2mFVFV4bRFUclRSGJdVwmyW7WwUtPcuGgZhr7Mo0p1eu0TSIatC9DzZysOdWadkB//0g0c3fvoZihYhAIHdIbAmRZKd0+2KJAotSmhPhUt2Txr2OgWVrD0WwVEqmA3D+lBW5IVRRpSu2mSLp5kTAw7cC9KJZ5Q5K0ONWrCkbyz7SxqipIGq8qWUoeRuXY1VBw+KZHdmf3oKgaURmFmRyPxYWvyoRdP96GWPW4qGKC3PpPuNlWT7lY2aqajqH1SMSBWJ0KZIsisu4XPCkU91RRIOj64RPVqHaF5ssKgQe5i315Z6cLLBk+q2pU1b2AMBCGwlgfkViY86Rv2RRia7Iknbqq4rKIrEWJty0tz/NDcbs0OSJaV1JOrEz+5m1UNJney1nr+gM8gaSbYjFm2RijyLaLDUbMwjeiI7pKs1VDNEisGiVJQ6S6bqI2crZ0M6BQEIzEtgEYrEgqCqDJQwHE3Hxhk/G9XSc9xsbZYmxsiTnt1GSwURassaSXiXayRBuioSJX9qeYo6jcRVhrp3omBcra1kkrI/HdvVVqoZGsyw1JmMDZ6mtsxM5IEABAYjsCZFIvHDf9IJNPtVKb9M62lMUprIFvFmRLVlrS1Vnt0fVljaDk2KxEe2awd129EHZ7LPv3gtEm2E6yipXoku3KQ1K8/aZAVf1BHf5XAjy6G0M1uDhbYlj9JoNH6MPtXdWu240qjOZ7A5hoogAAEI2AisRpHYurP0XOGp6kFx0Hg+GlVYqn/pXAL71t6F8Twy5eBZuxdWNOAxFQIQ8ARQJJMOhimDyqQdG7SxdFFk0OrHrWztimTV8Md1LbVDAAIjE0CRjAz44Nl/drpXritZjNMvM1lqIM+wBMbwSGmQMHiG9R21QQACMxJAkcwIn6YhAAEIQAACENgngCJhKEAAAhCAAAQgMD8BFMn8PsACCEAAAhCAAARQJIwBCEAAAhCAAATmJ4Aimd8HWAABCEAAAhCAAIqEMQABCEAAAhCAwPwEUCTz+wALIAABCEAAAhBAkTAGIAABCEAAAhCYnwCKZH4fYAEEIAABCEAAAigSxgAEIAABCEAAAvMTQJHM7wMsgAAEIAABCEAARcIYgAAEIAABCEBgfgIokvl9gAUQgAAEIAABCKBIGAMQgAAEIAABCMxPAEUyvw+wAAIQgAAEIAABFAljAAIQgAAEIACB+QmgSOb3ARZAAAIQgAAEIIAimXkMHDrymdmO+Zp3AAZvXKBmqx2jucHtp0IIQAACO0hgEYrk0KHLXErpl/ZvjZ9WER3HNnKk+lEkW3OY0BEIQGBHCMyvSLJaxNEv7V+jY1YdHUdSDGP7caVmj42F+iEAAQgslsDMimQX5MieulrrFQSxfI3RfY02L3aawDAIQAACExBoVyTKdZboK7n4EiVlFURZHQkrKdFRWg+LKFX5uxDC2xGytyakd4Eoe6IY6XP6qB9tiLWlCv1XYbYsE2MNpbKpImnmUyp40C/79vqdbfZHeMPa0ppD17Q1N8GxShMQgAAEtptAiyLxsTxCE0qB0vaR8Lm5a0TypLXp+4NwUr/1JFUnoQFKVSUtEoWubJzzEkH5Ns0TKgzfitJcmCebPx24adzNmlEK3qluSMVQlU8oSiJRFUmfdJGjk/1ZSyK3pj01At/uSYHeQQACEJiFQIsiMQf1fcWgyIKscIluaPV5SvVEwkIRQ12qOnqdpRTbogid6LN8DUqpdBGlVGc18GcHU9dSpfyKdChpI0UzVYtUFVKqXSILwz8tltiVyiwHLY1CAAIQ2EoCUyiSJKzWlcrBsJ1ZC9mLMQf2Z9VGVcSk9fjzfj0QhhcF0gWVcE8aHbM1K0HUHiBLsTl7JaJkRrjfeO0ja2GEKAUb7ckaL1ga7C/Ju3ShxaJRFHG2lfMCnYIABCAwPYGpFUn/BYzsNSPLBaNo6UW0SPnW2m5rJEYdk4izA3e8jrFGYlkXsawxRIKpWq0iL0oQqmZUGz0oZPNslVbSr7JipdS16Y9eWoQABCCwTQQGUyTRYkM50h9d2LAscpTWMML9+kJIqGD0u1tK8cwSCCWPJaclamZXLyyVKzG1q3n9q8oa3LXatl5bOls1z9g0AmWbJkT6AgEIzEigRZGET6mUHmzJdimVKaUHXkr7D4bzo1d/IpOqekjPH14jKG37RRHJEGoIXyTdH8mRsGzYkJJNYq0vqJsXGWkvlRpjaVQvFVleBagg7drrtKrQmEhS2PvuK5nxAKZpCEAAAltDoEWRNHe+JBSMFVpuCtkLEqb7ToyNkg0CEIAABCAAgQkITKdIesqRVGp0Uh79W5/AGTQBAQhAAAIQ2FkCa1IkIkqyd7aG/steSNpZB9NxCEAAAhCAwCoITKdIVoEDIyEAAQhAAAIQmIUAimQW7DQKAQhAAAIQgMABAigSBgQEIAABCEAAAvMTQJHM7wMsgAAEIAABCEAARcIYgAAEIAABCEBgfgIokvl9gAUQgAAEIAABCKBIGAMQgAAEIAABCMxPAEUyvw+wAAIQgAAEIAABFAljAAIQgAAEIACB+QmgSOb3ARZAAAIQgAAEIIAiYQxAAAIQgAAEIDA/ARTJ/D7AAghAAAIQgAAEUCSMAQhAAAIQgAAE5ieAIpnfB1gAAQhAAAIQgACKhDEAAQhAAAIQgMD8BFAk8/sACyAAAQhAAAIQQJEwBiAAAQhAAAIQmJ8AimR+HygWHDp0aNH2jWyc6/40BKZpZRBaKzJ1kP5SCQQgsDsE1qRIJD6FH+cn/2fos3BnNoNkTr9K64+GQqfa+g+jUcPPoUOXSUrtVL5q7lSbvBiVgO/LNK00o4vGdkM9bfAbGqIIBCAAgWYCq1Ekaczwe7LhJNxZmo6j/UoTqdzJRfGJTuibnV1SHvb91aaz+kbEX7VsNkNzwbbmtrsUMLfbv/QOAmsnsAhFYjmB66lI0qAoFeqyJhtKo4IyArI7lz84REBEMiK709gXFIkR1CzZUCSzYKdRCEDASGB+RRJdhSnZrUymljWS6RWJ/ZKQcqkoFExe9ET9zRZPqWZln12RpNdxlD2JxIkXSCLzQtvShauUpHgz3F+qwe9XmoiEaSfOXo+mpVLg8w6JUDobZweyQQACEJiSwMyKJIqm+jlcNjJllzGinZZVjVLT6X5LbaELwxo6bWdjcxRXshWWdub6YlojCRVGugqif1vSgpaOZP3YaafXLpF0yKoQPY/3aXaoKJIoPZ47DYNhTdUPsSmnHtqCAAQgEBFYkyIJQ0JpTs+GDZ/ZshEBKimSKE4oJ6CKqak9XeN0VZHoI96LCcvGEdviO2H7KBLdXyU1U9IEnWrrJAvaxptdLqeWR33MDpWq95XRy1QIAQhAYGkEZlYk/hQ2Wg+wYCqF81QcWIRI1zWSqiKRHqXrHGHXRlIkIdVBFIm/QBM+mxPuDAJq9smd4lWbThoiYq6w7aQ2It3QEOYtNZSGukV5ZAdbqVFdPLFGYplbyAMBCMxCYH5F4mfqWuzMRLVUfFgiXDXkZEVDqeZqbaOukVTFhx6BouWN7GpH6fHgrAopZC4+aGM/9S/5ulMNPZWKopurNVczRB20KBWlzpKpKJJZ5lkahQAELAQWoUgshqYzqSXSp2HMeGJt1zrNisQSorrmyfbX78wxPLqkEb2bpHQtJr0Zts9Vm1RPWBykM7fUYF/VyCrRdMRWPVXN0NMkfWnE2AvLkUgeCEAAAiMRWJMikUjjPxGR0lel/NnVBb0JfUEiaihbVdXIKK744BpWrjQUio80MEeKpNMb0vQna5S1lpIojMzzbMONEHiWTNKjTa1pVeHOtu2SJRHwaIQsZ0goCnukmYVqIQABCHQlsBpF0rVjy8wfRdD+Z65pSF5Xx5dpbWrVeJynHBKlttbiBeyEAAS2mwCKZFL/Thl+Ju2YobF0UcRQaClZ1q5IVg1/KYMAOyAAgZEJoEhGBhxUX73e1GZK6UpQW22UKhEYgzNDgvEGAQhAwBNAkTAYIAABCEAAAhCYnwCKZH4fYAEEIAABCEAAAigSxgAEIAABCEAAAvMTQJHM7wMsgAAEIAABCEAARcIYgAAEIAABCEBgfgIokvl9gAUQgAAEIAABCKBIGAMQgAAEIAABCMxPAEUyvw+wAAIQgAAEIAABFAljAAIQgAAEIACB+QmgSOb3ARZAAAIQgAAEIIAiYQxAAAIQgAAEIDA/ARTJ/D7AAghAAAIQgAAEUCSMAQhAAAIQgAAE5ieAIpnfB1gAAQhAAAIQgEBnRXIxHwhAAAIQgAAEINBE4FOf+lRJe7UoElcdHwhAAAIQgAAEINBAYDBFwrISBCAAAQhAAAIQGJxA5zWSwS2gQghAAAIQgAAEIIAiYQxAAAIQgAAEIDA/ARTJ/D7AAghAAAIQgAAEUCSMAQhAAAIQgAAE5ieAIpnfB1gAAQhAAAIQgACKhDEAAQhAAAIQgMD8BFAk8/sACyAAAQhAAAIQQJEwBiAAAQhAAAIQmJ8AimR+H2ABBCAAAQhAAAJzKpJDe59RfTBBE0b7s5YcOnSZS8YafDYp5QtGf0a1tTXR1aSk0dE922DhcgaDM77NmLGPlwaqFIEABCAwFIHOikRm0vTTZtAEM+wETRj7nrWkqyKJ8luKW/IYu2DP1oDdD6pAex0VrOm3dmPSCrO1DdKE3ao2RPb6yQkBCEBgXQQ6KxI5vUvPidu63TApVxuK6hyjiaoN2QzbrUgGwa5X0t+VYQ2FVavKol1/G7J6q2FEDWhJQ+sUgQAEIDA4gWEUSbNZY8yqg4TG5h4pBVEkVaqRYojkb//RotefVdtDie+07z2707N41RdkgAAEIDAxgQEUiZ8Zo0Vvfw7q96dnpal6iPJElYTnl6Vz3NQMiTTpDB7ljCqXP6PeKQZUTS0pkvRGkPQ2kSPG7N9BIhdifEH9npL0Qo9+c0mKpdS1lEaIqyv2FHjEPxUHXUdLqkh00ZMd0tlhHHU87XuJanZkehTZwewrz3YfpTLxHEpzEIDAUAQaFUlJZGRnfGXSN+aXbOmkH9UchbRwWk+/KjWdjYv2LnQyVVRFENe7bUfFwzHRtdpQW5S2s/yzmaN4bPFyWo9CUneH0QXV4VSVLweB71/usVdrHIG+s6n+yBqQPSiGmi+oBwIQgMB4BBoVSWkqDGfPap6SyChpgpLgiOhE54iWuJKeVoZRTQ+NSi8US7IqJFQYFknRVZGkt7gmyyfFO4T08JlGwTbs2fET8c9G3JJasgyGrAdLBUsrEPYB02CqRS8qh9t40wc1QwACEBiQwACKJLWmFODTiVU57VYmbjlZ9J82RWKpJA0zQ4XDkRRJeh2npHKOyLsDzx4rjhtKkejY51IkabuRncpADYVyacBke10VrOkIL3mhZO2AMwVVQQACEBibwDCKJJ0o9dk2nd+NsTArCNoUSZWsMvuXWjT2+uDpbKQJ9v9sWCOpFlnaGknWBWFQT4N9uCe7KmB3QTanUXkolqcWpmM724tStnDM28dkdXiTAQIQgMDSCAysSCwzZp88luleiUmWpoPViwMvw8jGv0ghKbqqpKUsMqKUZ6/ObreeKFXpbAdZI6niqgqOqnfsLsjmrI4Qi25IfZ2tVkfatUgpv2Lw0iYj7IEABHacQGdFkq4Pyx6ZhcNTzOyf0bwZ5vE16Hl80IrKRoohNCndNlaSjX+lsp5MNKQiYsm3Bx6fOdiL/Rez+kdjqm9rDa/aRM/jBH058MrX9ABIOxLuKXUzHAB6fqUGuyJpGy3RWM2KknQgRdlKA6+qMEqjPSsawmGjD7lwlGab2PE5ju5DAAJrIdBZkbR1LDvntlVFKQhAAAIQgAAEto8AimT7fEqPIAABCEAAAusjMIUiqa7Srw8bFkMAAhCAAAQgMCiBKRTJoAZTGQQgAAEIQAACW0gARbKFTqVLEIAABCAAgdURQJGszmUYDAEIQAACENhCAiiSLXQqXYIABCAAAQisjgCKZHUuw2AIQAACEIDAFhJAkWyhU+kSBCAAAQhAYHUEUCSrcxkGQwACEIAABLaQAIpkC51KlyAAAQhAAAKrI4AiWZ3LMBgCEIAABCCwhQRQJFvoVLoEAQhAAAIQWB0BFMnqXIbBEIAABCAAgS0kUFQk8gUJAhCAAAQgAAEITEbgggsuOHz48CHXnhNdk7VKQxCAAAQgAAEIQCAkcFSRuC0+EIAABCAAAQhAYC4CmzUS948PBCAAAQhAAAIQmJfA/wUWHKvboBk2qwAAAABJRU5ErkJggg==</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="6.5004in"
                              svg:height="0.3894in"
                              svg:x="0in"
                              svg:y="7.2669in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 14: Sigma’s display of WordNet synsets for “buffalo”, and corresponding SUMO concepts</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:span text:style-name="T8">I</text:span>
               <text:span text:style-name="T8">f the user enters into the type-in area labeled “KB Term” a term that cannot be found, Sigma responds by displaying the set of terms that are closest, alphabetically, to the entered term, as shown in Figure 13. <text:s/>If the user enters a word into the type-in area labeled “English Word”, Sigma displays a list of all the matching English word senses in the WordNet lexicon and their mappings to terms in SUMO (Niles &amp; Pease, 2003). <text:s/>The result of entering the word “buffalo”, for example, is the page shown in Figure 14. </text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:span text:style-name="T8">Another important capability in Sigma is logical inference over KB contents. <text:s/>Sigma is integrated with the Vampire theorem prover (Riazanov &amp; Voronkov, 2002) and the SystemOnTPTP prover collection in various flavors. <text:s/>To explore this functionality, go to the Knowledge Bases page and click on the link labeled “Ask/Tell”. <text:s/>To illustrate a trivial inference, we can ask for a subclass of the class Predicate by posing this query: </text:span>
               <text:span text:style-name="T16">(subclass ?X Predicate)</text:span>
               <text:span text:style-name="T8">. <text:s/>The theorem prover returns a very simple proof that the class TernaryPredicate is a subclass of Predicate, as shown in Figure 15.</text:span>
            </text:p>
            <text:p text:style-name="P26">
               <text:span text:style-name="T7">Full discussion of the proofs resulting from a resolution theorem prover is beyond the scope of this manual, but we can point out a few items from the proof. <text:s/>Each step in the proof is numbered, and each step also has a justification for how it was derived. <text:s/>The justification can be a list of numbers. <text:s/>The value in the justification column for step 4 shows that it was derived from </text:span>
               <text:soft-page-break/>
               <text:span text:style-name="T7">step 3. <text:s/>Steps can also be taken directly from the knowledge base, which is denoted by </text:span>
               <text:span text:style-name="T15">[KB]</text:span>
               <text:span text:style-name="T7">, or from the query itself. <text:s/>Currently, no further justification about the inference rule applied is provided, although in this case, one can see that step 2 is derived from step 1 simply by renaming the variable. <text:s/>The proof method employed is proof by contradiction, where the query is negated, and the system tries to find a contradiction that results. <text:s/>So, we see the label </text:span>
               <text:span text:style-name="T15">[Negated Query]</text:span>
               <text:span text:style-name="T7"> </text:span>
               <draw:g text:anchor-type="char" draw:z-index="46" draw:style-name="gr5">
                  <draw:frame draw:style-name="gr8" draw:text-style-name="P37" svg:width="6.5004in"
                              svg:height="3.2559in"
                              svg:x="0.0039in"
                              svg:y="2.0598in">
                     <draw:image xlink:href="">
                        <office:binary-data>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</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="6.5004in"
                              svg:height="0.3669in"
                              svg:x="-0.0043in"
                              svg:y="5.285in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 15: The Inference Interface page, displaying a query and a proof</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:span text:style-name="T7">as the justification for step 1. </text:span>
            </text:p>
            <text:p text:style-name="P26">
               <text:span text:style-name="T7">
                  <text:s/>
               </text:span>
               <text:span text:style-name="T7">One can choose the inference engine to perform the query to be either Vampire-KIF or one of the provers offered by the SystemOnTPTP prover collection. SystemOnTPTP comes in three flavours: built-in, local or remote. The built-in variant is available for Linux, MacOS and Windows, currently comprising <text:s/>the theorem provers E, EP, Metis and Snark. If a locally installed copy of TPTPWorld is available, local theorem provers are addressed via this interface, providing a larger collection of systems. Both the built-in as well as the the local TPTPWorld prover collection are selected by checking the “local” radio button and choosing a theorem prover from the list. Choosing a “local” prover will then call the TPTPWorld interface, if it is installed, or the built-in system suite otherwise. Built-in systems and local TPTPWorld installations can be configured on the “Preferences” page (Figure 16). If neither built-in systems nor TPTPWorld are installed, one can nevertheless perform queries using SystemOnTPTP by choosing a “remote” system. In this case, queries are performed using the SystemOnTPTP web interface located at </text:span>
               <text:span text:style-name="T15">Khttp://www.cs.miami.edu/~tptp/cgi-bin/SystemOnTPTP</text:span>
               <text:span text:style-name="T7"> .</text:span>
            </text:p>
            <text:p text:style-name="P24">Vampire-KIF and SystemOnTPTP both provide the hyperlinked KIF format for proof viewing. If the chosen inference engine is SystemOnTPTP, proofs can also be viewed in TPTP format or using Steven Trac's graphical proof viewer IDV. </text:p>
            <text:p text:style-name="P27">The chosen inference engine – either Vampire or on of the systems in SystemOnTPTP - can furthermore be controlled by limiting the number of answers it is directed to find and by providing a time cutoff. <text:s/>In a large, interconnected knowledge base there are so many possible <text:soft-page-break/>search paths that the inference engine would frequently continue to search indefinitely if such cutoffs were not provided.</text:p>
            <text:p text:style-name="P26">
               <text:span text:style-name="T7">One can also assert an individual formula to the knowledge base by entering a SUO-KIF statement and then clicking the button labeled “Tell”. <text:s/>The asserted formula then becomes accessible for inference and browsing. <text:s/>If the user has not previously done a “Tell” to the current KB, the system creates a new file named </text:span>
               <text:span text:style-name="T15">&lt;KB-name&gt;_UserAssertions.kif </text:span>
               <text:span text:style-name="T7">(</text:span>
               <text:span text:style-name="T10">e.g.</text:span>
               <text:span text:style-name="T7">, </text:span>
               <text:span text:style-name="T15">SUMO_UserAssertions.kif</text:span>
               <text:span text:style-name="T7">), and adds the formula, as well as any subsequently entered formulas, to that file. <text:s/>The file will be loaded automatically when Sigma is restarted, and it can also be deleted from the manifest like any constituent, if desired. </text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:soft-page-break/>
               <text:span text:style-name="T8">Note that first order inference is computationally expensive and expected results may not be achieved, even if they logically follow from the knowledge base. <text:s/>Also, Vampire has no notion of what it means to return a commonsense answer, just a logically correct one, so general axioms in SUMO can occasionally give rise to answers that, although logically true, may not be useful or expected. <text:s/>A final caution on inference: although SUMO assumes a sorted logic, Vampire is currently unsorted, and therefore axioms occasionally can be employed in ways that are inconsistent with the argument types defined for SUMO relations, resulting in spurious answers. <text:s/>Our current remedy is to dynamically translate the KB into a special format that adds explicit “sortal” constraints to every rule (conditional or bi-conditional expression) before the KB is loaded into Vampire. <text:s/>This translation is performed only if the option labeled “Add "sortal" </text:span>
               <text:soft-page-break/>
               <text:span text:style-name="T8">antecedent to every axiom”, on the Preferences page, is set to “Yes” (Figure 16). <text:s/>The use of “sortals” with Sigma’s version of Vampire is still experimental, but the results are promising enough that “Yes” is now the default setting for this option. <text:s/>Note that if “sortal” constraints are </text:span>
               <draw:g text:anchor-type="char" draw:z-index="47" draw:style-name="gr5">
                  <draw:frame draw:style-name="gr8" draw:text-style-name="P37" svg:width="6.5004in"
                              svg:height="6.4559in"
                              svg:x="0.0094in"
                              svg:y="1.8701in">
                     <draw:image xlink:href="">
                        <office:binary-data>iVBORw0KGgoAAAANSUhEUgAAAssAAALHCAIAAAD3qJj3AAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAgY0hSTQAAeiYAAICEAAD6AAAAgOgAAHUwAADqYAAAOpgAABdwnLpRPAAAgU1JREFUeF7tvQnQbUlV53s7Xg9Sok/QQhAoqqgCZXJESimHK5MIooDQIKKAKIIyowiIcBHUAkTmQUVxAm0cGxxacJ4nbG2lX9uKPp9AObTaYYShEd3v8fLc9VWS5LByZe5579+JHTfO3SeHtX4rM9d/597nfP/qj37/N8/xggAEIAABCEAAAuMRePyTn3HOKYz38YIABCAAAQhAAAIjEbhw4cL58+fPFIbTGRwQgAAEIAABCEBgOAEUBqIKAhCAAAQgAIHxCWQUxiVXfWX/cZuv/ODbfNXZcduvuuHpePzp+OjHf8jpeMLp+JgnfOjZ8cQPvd0T/09/3P5JHybHHU7Hje7w5NNxx9Nx4zs+5XTc6XR8+Ol46od/7On4CDk+7mnuuNQdHy/HV9/EHZ8gx9d8pDs+8ey46Sc+/aaf9P7jZnf+Wn981Cc/4+y4yzNufjqeeTqufuYtzo5n3eJTnnVLf3zq113mj7s++1b+uObZl1/z9afj007HFafjOVd8+um4tRyf8Vx3XCnHZ15wx1VynHfH824jx2edjtt+1jfc9m5nx0ff7Rs++u7P98fH3OMF/rjdPV9wu3t+oxy3v5cc33T7z/6mO/jj3t98R398zrV38sd9rv3Y+7zw7LjvCz/udLzodHzuiz5ejvu92B2fIMfnfYs7PlGOz3fHSz5Jjvufjjvf/1tPxwNOxyc/4KWn44Fnx12+4GX+uPpBL7v6QS+X41MeLMcr3PGp/16OV7rjrg+5/njoq67xxxe+6tO+8NVnx8Ne/emn4zWn44te8xmn47Wn4+Gv/cyz43Wf+cWvOy/Hl7jj2z5Ljkecjrs94ttPxyNPx90f+R2n41Fnxz0e9fp7fOnZcc8vff09H/2dctzry+T4Lnd89pfL8QZ33Psx/vjuz/mK9x/3eez3+OO+j/ue+z7ue0/HV37v556O7zsdX/V99zs7vv9+j//+z/PHE974+f544pvuL8eTTscDnvQDp+PJZ8cDn/yDD3zK2fEFT/nBL3jqf5DjQe542pvleLA7vtodP+SOf/81/vjhhzz9/cdDv/ZH/PGFz/hRfzzsmT/6sGf+mBxf9Cw5fvyLvu7HH+6PZ//HL/bH17/lS/zxnLc84jlvPTue+9ZHPPetj3zuT5yOC6fjUe543k/K8aXu+IafkuPR7ni+O37aHV/mjhfI8Z++3B3feHY85pt+xh9f8c1v88djr33bY699uxyPe6EcP+uOr3yRHD/njq968fXHt/z84/3xkp9/wkt+4ez41l94wrf+whO/9RdPx0tPx5Ne+kun42Wn48mn45ef/PLT8RR3vMIdv+KOp7rjlXL86tPc8So5fu2r3fHqs+NrXv3rX/Oas+Ppr/31p7/2N+T42tfJ8ZvueMa3yfFb7njmt/vjt5/1He8/vu71v3N2fOfvPPt0/O7p+K7T8fXf9Y7T8YbT8ZzT8XvP+e7T8Vw5vuc/u+OCHN/rjt9/nju+T44/+AZ3fP/Z8fzv/y/Pf+PZ8YI3/pcXvOkP5fhGd/yAO/7IHd/kjh90xzvd8c3/wR//9do3v/944Q/9X/540Q//t/cfP/LfXvwjf3w6fvR0fMvp+O/f8mOn4yVy/PifuONb5fiPf+qOl8rxFne862VyvPV0vPytf/bynzg7XvETf/aKn/xzOV7pjp/6v+V4lTt+2h1/4Y5Xu+M/yfH/vMYdP3N2vPZtf+mP17393e8/fvbd3/az7zk7fu4933463ns6fv6933F2XPcdv3Dd6+X4xb9yx3fK8Uvu+OvvkuOXT8cbfvlvTsevnI7vPh1/+92/ejq+xx2/9j/k+F53/Lo7/s4d3+eO35Dj77/fHb8pxz+80R2/dXa86bf+55t+ewOH7H+YFcaVj/13N3/wv7n0Xv/mI+/3IVc+6DaffP/73vtTP/qO97jkysd+gBxBYaAwUBjXiwwUBgoDhXEmMlAYKAwRHV4x/MjDP+mdF+78wVc99t9eerd73fzSP3rqzW75sO+87Ze/6U6PfsU9vvDRf/+Oh77vT774SQ++2yVXfsX7RQYKA4WBwkBhuJ0M9jBe/WvsYbCHMekeRtPjmO6Jy9byslnSV6u+h/GOR972ulfe5fcffOmrL/0/3v2Mj/qdp192i3s99YGv+tXHvP7tj3rBq+/3ZV/1vj//8vf96Ze+4gl3RWGc3SjhLgl3SbhLIjdKUBgoDO6STHyXxOV+48OYcreitbxXGE29SK2KwvjB5z3uVx50y7/+oc+47sc/8y9fcbv3vuQ2P/igj7z1+Uc84BVve/bP/NdHv/qnbvPg5332o5/8P95yzfv+9FE3ufJBZyJjR3sYItwsz2FIyZPIQGGgMMZQGDKi3HMY8maG5zD8ZYp7GoPnMHgOg+cwNvEcRqti8OWVX7sIlcGECuNnPu+yP3j05e/5to97zxvu/N6X3+69L73jX7/4mjc+8S6f8Yw3PORNf/CQH/ijOz3nJ2/2+V//3jd+/D/+4r3/8DWf5hVGtKPiHvOUMxM96SmNy5Oe8n6sJz3nURgRrqYnPaXu6E96SrN9T3pG7jQ96Sl1zx72XPpJTzHG/qSnlHePfIZPespJ+5OeUt497ylv7Aojwu6e9JQzxic9pTBPevKkpzzsyZOeW3nS003bpt0FX75bYUjFsNPwjOyUmPYwfur+V7zr+bd9zyvv+N6Xf8x7XnTVu599i9++cPXN7vO0qx7zytu//vfu+l2/c/kjXvL7v/z4f/z9L/mbH73mb3/47EaJLFVzfpdEenQKQ96M+F0SaXDqPQzpZTffJRF3dvBdEnGkVWG4Kl5hSAvuZVcY/rskUrFVYXR/l0S6Q2GgMFAYp2+UbOe7JG7adiuMbEWvHkKtEPUSSopIcDQojG//nDv96XOveu8rbvdX33LVu7/p1vf9tE+50R3v82FXf/Flj3zxv/2GX7zVI190k899+lc8+WH/6x2f83dv+ZTrfvga2cOQpSpSGHJS9jD8sitv3LdVozPu26r+jP+2algm+rZq+JH/tmrUpv+2anjefW3VfVVVzvg37gurcsZ9VVXeiMIIK56+s3rxq6pRL3KXJDop31YNT0bfVpWPQoURteC+syrfVo3Ouy+syhm3hxF95L+tGp4/fWf14ldVw5PybVU5476qevr3c0//upfbw4ia9d9Wjc6H31aVj0KFERWWb6vKSfm2qrx3X1WVN24PQ964b6vKv9d84emNf8m3VaNm5duq0Un3bVV/xn9bNSwj31aNarnvrLpvq4YnLd9WDcs7kRH+VxRGeEa+rRr1+3nXb12U9jDC8tG3VeWjUGHIGbeHIW/cF1Yv/nv6qmrYjnxb1Z8RkREWkG+ryhn5tqq859uqfFv1+i+s8m3Vxb6t6mbi/Aoj+hsjoQENCuMF19zpT555hdvAuO6lt/mL5932yfe8w4d/3P2+7V43edrn3vkj7/eMf/2oN93obk+8x4Pu979/73P+6ZfO//fXfUKoMPwKJb+HIf91CuPszcUfw5D3XmGcfhXjem0hv4chBaLfw5CT4e9h+L7C38OQk/J7GPLeiQx5I7+HIe+NCkMKy+9hyHunMOTN6Vcx7nqmKpzCkJPyexjy3ikMeSO/hyHvw9/DkDP+5e6SyHv5PQx57xTG2ZuLv4oh71OFIb+HIZ+638M4e3PxxzDkvVMY8ub0qxj3OXvvFYZ8lCoM+T0M+dSJDHkjv4ch71OFIefdy90l8W/c72HIe6PCkMKiM9xLfg9D3nuFIb+HISe9wpDfw5CT8nsY8t6JDHkjv4ch773CkN/DkJNeYTTtYbhbJFJdXl5nOIUhZ+T3MOT9RZFx9nsYcqaqMPzvYUh5ERnyexhhv+59eJck/MgpDPmv/CqGvPcKI5QX8mMYUgCFwe9h8HsY6/w9DDc9F1EYXmREvTcojGsu+/Sf+ISPePcLrrjupR/9Ny+89d9//S3f9bW3/9sLt/+H73jA1Xe99yUPfOkHffaFj/nYj/3rt9/7//u9e/7qs+9keQ5DFiz5xS15b1QY0QK6iMIIbehQGGH1VGGkexhjKYywX68wwpPhHob84pZ86vcwOhRGuofhpEaoMNzPbYU2yC9uyZlwD0N+dEvOj6gwwq5bFUZY9/of3Tr93JY7L7+7JQXkXom81xWGlDn97lbLHoarkioMfQ/j4u9ufcAGhnRtURjuF7dCxx/OL27xi1v84tYKfnHLzcpFFEb4GEfnHsbNb/mAp9zu8j977Ee89/mX/9VLrvqbay9/7b1v/Vl3+KQbfNIjbvAZT7nhnR5wxc1v+Z+f+7HuC6v/7+/e/VZXnt0luST4LoksScP3MKQd+U1PeZ9VGO58dJfEvocRrp7yPrxLImei3/SUk617GOlveko70ymMO3zgb3pKd7KH4X/TU0763/SU/+5YYUS/6Sn+jrKHUXrSU7pI9zDk/NnPeqoKQ0rKNoa8H6IwZA/D/6CnNKjsYaAw+E1PftNzhb/p6abt/ApjnOcwLrni0Q+69cf99Cd/8J9/5aVOZLz3xVf91bNudver7/IhV1x901tddf4WN/6XH7v7//6Dh73vnY961hfc/ia3eWj6bVVZtuZRGNGTntK1RWGET2AED2GcfjVcGvEPYaAwHA3jXRLLHobfxvC/Gi7AZ9jDWInCEH/DXw2XM9nnMOSjpRSG9M5zGPxqOL8afvGHw9fyq+FuVnqFkX49JN1d8OWj74OEjejfVh3tuyTu58A//lb3etpH3vSn7vDv3vmwG7/neZefdMbzL7/uJbf9uzfc2R3/63ce/C8/d+/feOKdbn+7e970459oeQ5DedJTfw5DFjj/Svcwom+rSslIYfhHMeRTedLTojCiJz1d3SFPerrqHc9hWJ70jJ7D8I9ieG7pk57uo9a7JO7vkkTh6HgOQ/4uibRTVRjKk56tz2G4P0oSGV+6S+KewPAljU96yl2S0rdVw36HP+npWuvbw4ie9HTtRHdJeNKTv0vCt1W3+G3VVoVR+sLqTL+H4RTDh13+xXe52TVP/aAP/YFLb/B7n3fjP3n0pX/29Mvec+1Vf3nhcnf88WNu+dYvu+2tr/i0G1/xkEuuelzrL27Jgrvjv3wmDk7xl8+kZfnjZ8v+5TOxhL98xl8+O/vjZ/zlM/7yGX/5bMa/fOaW3767JNVayrdVlboNT3peVAyPu9FlD73ypp91/kOveta//qDv+bAb/NAtbvjDl93wRy7/kB+77Ib3vvLyD7/V3W90xYMuufIx9l8ND6/kPvRjdvi3VUMHx/3bqmHLy/5t1dAS/rbqvR/D31a9/s+rojBQGCiMeRWGS+rGl/xquLFwpDA6atX/LslJN1z52A++1cNvdPPPv9VNzl9x6dU3v/HVN/2Iq2956afc5GbnP/yW973hZQ+55NZfzt9W5a+389fb/TYGf72dv97OX2+XP+DOX2+f+q+3O9Ew6Ut+nbO1C9Nveoa64QZXPPoGt3r4DW75BZfc/P6X3OIBN7jFAz/osofe4IpHxPLCKZId/V0S97DnzS/+3NbF41nRk56nb5HI4X5oyx/8XRL+LskYf5fk85/4JveDnqfjSadjhr9L4n/Qk79LwnMYPIexlecwJJev87DtYVz8pc6GA4XBX2/nr7fz19v526qv/jW3k8Ffb+evt0/619vXqS0qexjVZ0AoAAEIQAACEIAABHQC8jzH6U+l+adS7c90UBICEIAABCAAAQhEBIp3SaIfDOC/EIAABCAAAQhAwE6gqDDY9oEABCAAAQhAAAIDCWTukgxskeoQgAAEIAABCEAAhfGbDAIIQAACEIAABEYngMJAYUAAAhCAAAQgUCfwlosvuxBBYdSZ2mlSEgIQgAAEILBLAiIvmkQGCgOFAQEIQAACEIBAnoCXFJHCsEiNERRG6S/Njyvi5ullXJv319ooURilkYFs57Rhzr4GYqE6BCAAgZBASVUY9zMaFEb05+SdEbJ0jrWApu2HfoZ9DekxrDuu/aVxGVmrdDrEr9ZZEdK21x3FwlEa8Tbrw8YYFDuBdEyGlmTbGdffPlOpBQEIQKCDQElJTKIwJl1A9YU4VQYdsCI9NM/Sn1UYk5K0kOnjOQqxURqJfGxts7W8JV6lNkfpyxJTykAAAhAYnUDpbsjId0nShTK6HPdXk30eZhfi6FLb9yjnOzpS9jAi+33J9E1Tv1mFEbbpfUkNCN0Maffpg9L1d9YYKawzCT+NIpKtmA6YbC9NeH0LkXcWe1IHm7rORrYELRrJTR1RGAIQgMD8BCwaQi8z2l2SUXJeKZ/5vYcoRfURz+Y5XXlk05ix9zC1hGLCO+XbKTH0Bme1TrfSMtIOfVckQglRyfiBui2CX0UXQR5rIEXBjWI6rig0jjeKQQACEBhOwHIfpFqmTWFkl/UwhURJq8nJNFOWsn5fTs3mmFC7RFeZaXro6zd7pZvm3WxySrN7yYsm1EoiLPWoG5zKhSxM33gU2T6wocvdCmNI16XIKgNpiFRtDTHlIQABCHQTqKoH13K1zJgKo9sT/fI3zXlDskIoKZT8HRUbcsmrKIwo49rTZOpFK/ySeqsqjFCdZIVFh3yRKkPCakeXhrK762pkdZitIaM8BCAAgTkJzH2XJPItvcofcok22x6GMQVmi3VE15KHsmnP91XSN+Om5CbNEZkUSQ1LUxHe9L9NqIcojO6uq5Edd4I0AaEwBCAAgVEI7OdJz2h72V/a+qvMMJONm1/DvqLUPkQ2lfKozz3RBXT4X0+jZMBAAlH7JQKRSSGcSFiEzkahVBRAakbHrEiTfRZsqoSiYk1dZxVGijGK9ZCoNZlHYQhAAAIDCcz3bdWBhlJ9XAIkqnF5Tt0a8ZqaMO1DAAKjE1jsF7dGXzHDq94hV5Y64nl6MYY5MsZYa+Ceiq8+pPcmUyctvGBA066VSTH6fJmUKo1DAAIQEAIL/2o4YYAABCAAAQhAYN8Eqt8cSd1v+C7JvtnhHQQgAAEIQAACCgHLt0vC6igM/p4eBCAAAQhAAALjE0BhjM8UCQwBCEAAAhCAAAoDhQEBCEAAAhCAwPgEMgrDneIFAQhAAAIQgAAE+gjI/k1GYbyPFwQgAAEIQAACELieQNMdn/Pnz6MwGDsQgAAEIAABCNQJOMVQL3SxhOxboDCMuCgGAQhAAAIQODQBURiWnQwUxqEHCs5DAAIQgAAEmgigMJpwURgCEIAABCAAARMBFIYJE4UgAAEIQAACEGgigMJowkVhCEAAAhCAAARMBLIKI/sHHXkOwwSUQhCAAAQgAAEIOAKpwvB/XDp6/LNfYfzalC9LFN/5znc6E773+tdb3/pW9993vetdYV3/8yDuI0ublIEABCAAAQhAQCEQKQwvL+RN+tfOer6t6nJ53897WWrp0b3uuute9rKXldq59tprfXUUBvMEAhCAAAQgMCKBUGFE8iISGf17GM5ctzFgkQsdZf7hH/6hhMPJC6ch9DZ9Xb/PEu1tjMh6oqacwQqEiTr1zTrI7tXRyz//8z87y92/HXWpAgEIQAAC6ycw35Oeb37zm9Nk7xSAu4XhMo3l5Uq+/e1vj/YkFEHg7or4Hl1Fn4ZdRnR6QtqxREhyYVM69FWi9l3XSjvOQs/BnnqdFwve2ZFbTxaMURnZ2dqWnnOevuMd7+hwdmAVN3rda2Ajc1Z3lPpGxZxGVvtCBFcRUQACOoH5FIabrtkbFk55tAYp3BFRUlQoaLIJO8wW2bskLuVHwij8r8/r4W0gkUG+NeeyXOK7vkL3I03wute9LpVfrrxFOqAwWsdPd3kUhhHdPhTGFkWwMUAUg8A8BOZTGM4fl2uz9ywseTTC4ZYwacqoMCQ3KHcTUoXhRIl+kyWrMNIq7kx2/ya0XLmVU4WDwphnqtDL0QigMI4WcfwdncCsCkMu5bPZtGO3XNK2koBL92XceWdGtKuRKgz3lRN/0u0xyN2c0P6SwpDvqkQbNq5T+T6Lb9MV8+F0KsT91zUud0lcSa9UXDt61CMIbgfF9SIbJ7K77iyXPRLXVLTJ7z9ynzoL/RMV7rxrxAsy+a83w5nnd56iuySuinNEjHfduYqh8R6L+0iiE8Y9/NQ14r2QFpzlfqfHfarfRSoVdg66Zl2n3khnRtiUe+8/ct2JGd6FcA+jytb14kdg5IvrxTvrWIVj2F/9y2iRmyPhXZKqC66A79e9cS/9Dotip/jrTXVA/AhxZKJmvWESLM9Nzrt/3WBwxoTnvZ0yvzxnnW320xCp3ziUBqu0PTEXC++UOynjzf0rg7zveaPRl2wahMCGCMifYje+xvnLZ2Hm9h27ud36uKLsiCgKwzWobEJEy1CkMNyqFN7pCJNQqkXCuyQ+Zbres3devPIo3aiWu78hJbvCkFpeRoigcUukaBdZ0EPdIMLCfSRSw0dB2PpFXyr6/7qSWYUhuz5ejYkxvpbcPJLvCUuyCRWG/qncF5O6cr/J9VLCohT2kXLdSVOi7XxTAkFweZniPw3Hm85WOvJsXeFwhMt/pRdRkz6xifHODOejKyacQxmnuyBj3odAGlceidDtlAHsbHDxkhHi9a7YGc5ZUWYyU+RT4SZdCFhnibQQ2RkNMJ2t0ItGtYzJ1E6hp9MWkSex8NNHtLL7r1wwuFfrArWhNICpEJiIgBMNTa+eb6tGprs1KPvYgZIzSs5Xn1QIL0lTGeUXRNd+pAZC0RBdqxkVRtqmeOG3McJ13y1ebgnLYvErdQmCT3uRvJC+Qqoierwmk40E36w8KOPTrU97IrbCj6JE6x1xdV2xUI15A6KufeIRQdb3abRBIo6UmpLCEtawouRFqSsbVOGlapgpJaCeXitbz7PUS5ibI92cKoySC9kQKAojHQOh3HH+hoM/tDzlHGq1VGFE206pnW4oevmis40+lfEZ2ungePFqoR2O2BCIjJZwm22iVZhmIbBXApa/qurLjLOH4VCWvkfa+sC83LmwxEYuUNwqFu1q+KVcURjRcj+6wkhpyMWi70h3UNJeKi9EYUTZxefIaJdCunD8fbr1G9oOstxekY9k2fVpOOxCVIgr4F9ilU/e4VVguHxLQgoX+vBTSRJhs/JpdvtKL5zmjDAXOpcjmasrjBJbn31Dm2Wz3aFwTNz78CPpRUZy1KPEJVUY4bAPq4T6IK0bDSTdzkhR+dD7rkNNIEndj4pUYUTzNLUzbEEZt/qoFgfDKLfS1lFblhrKQAACnoA8h2F5uQVkNIXh+pMFJX1FDwpYLCuVye5qujTmdxHCLBXphvCh1HAXXZZdefkMF254hCtpWlLWRznv85M/E97nljVaXjoEV0BkU7R/oK/F2euzMDH493LHXa4U5ddRvQqJusgGVOxPE2eqMEI300/TxrMKI+QWVpHCusJIE1ufwgjHQ2iDRDwcfuGnoyiMcFhWFYZuZ1VhhFsFkTirKozUzjA0IyqMVtoojCFLLnUhEBGY+0nPsPvwW51+qXXZa6wnqlybLjumOiPs1wuaVA2Eux1SzGXZ6pOeHQojK0RaFYaUj8SQslLLgp4+iekFjVzgumI+IvLMoOsivLcSdpGmDR9ui8Io7WFkL+tLM1kvPM8eRla9eYPToIS+zLmHodtZVRiugOxaifoMrw0sCiPasJxOYSg3iVLaKAxyJARGJLCkwihdz7lLefvvTSksfOZ2DbrlzK0m7hU+66A8h+GazQqg9LLYXxnLRx0Kw0sZ+fKFa0H2CXxf1T0MuUAX9ROKDP1aMN2pDh/hlPzhWvB3x/0jluHmQdhFuG0e2SzXu6GgCTNK+tCuv9nh2pFPjZtbemFdYUi+CQWuv8sj7oQSqso2UnuR2Co9NjhQYUgI/PSRZ56UFBs+PJEOs0gyZunJY5LhVHLtVBVGekMqvEM34h6GWGKnjcIYMbvQFAQWVhil35worc5NAStt2sv5aLMk3UiI7qf4WmnJgXdJqlLGqDBSkaGv1LL4ilyQR2IjhSRn/LWm/35NuF6nK7JLHlJAtnx8KOULIPKR/5asF2Thc/uuTRFY/lM540WGEwHywEeWjFJYVxiSj0V4OSzOYDHD92JXGJ6tJHt5ktejlq9CePvDLwMPVBjyTI88AS05272qF/GucGpnpKi8kg6x+y9MRRO2qjAkEP7xz3AoyoVHZLOdfGSn/36TkXbYtXgnO3aunVEue5pWMApDYOsEFlYYfjlI1UB4odxH2SWk9NFO0RbyYEHYbKob5FPJkbLuyEI8usJwvUQiQzJc6x6GGCxNyYqvr9RRv2EK975H1/TpLkXUhTwW6i2XC1xpzSU//5F7I3aG6cqV9JzDe/yyvosE8S8vVtKxoRTWFYZ05AxzZjhP5acg+hSGayraiJINKo/CdRG64288DVQYwllGrIgw/aaMbmeY16PM7bHLF02jO5tVhSEzK9yoC2+ajKgwBIiddtR1OA1LirZvdaIWBI5AYHmFIWtcqjDSZas7Hi5tuNVBXk1fak+fCJluxfFGdrvZV3GKfh03hzr7PI1EoWqq3CWJVKA31XI12VS4ZI98E6FqrVJAGXVuKBppDDFAxFy1hY7ZUW3TUkD6tQTU0ppSppu2VBzr4bCBXlAdAtsisAqF4ZD5X/cLpUb65YiZ4Tpj5Fk22eIOjfRPJ8xs0l67C3Otey+PgMzvrNtm8LlEVM7wvbSZvXBm+7tU6UbRzMbQHQQ2TcD/wfHQiwd/1Ivd4c9E/x3X36wB43YxaWtrURjuIibcXfc6Y5E044lnd1bkPgvXNOOOy2gfy8V9huva1IVoO91y9T8uh+GthYM2vfM1vH1agMBxCEiCj/ydU2G4rrM2bCUEa1EYjlfpZ7gWvIiU+9nh3WL3X5d1mm61bGUoLG6n38deFq/c4pln634i5v6e4ETt0ywEDkKgVWH87tv+9NpH/KiTIO6NIBI58ufv/OsfeOGvuI/+8Ff/4o9/9z3ujTvcSSnjCksxXyvEi8L4TfvvdunjMvy1CX8pZrltf5DhjpsQgAAEIDAbgSaF4dSDUwlOQLjDvXH/9QrDvf+nf/wXLyP+59/+k3v/7V/7NlfA13KCw9dCYbjf9zwXboCMFfLoKwPGX0EYq3fagQAEIAABCAgBRWGIXPCHK+wUg38+wwuI8JZK9r3seUh3vhYKYyqF4b9h7/YwtngXnJkJAQhAAAL7INC0h5EVEFWFESmV8BlSReVsBe+KnsNwyOQnj+T+yCg/urWVMGAnBCAAAQisjUCTwhi+h5F1n+cwRnsOw38ddKwfDl/beMUeCEAAAhDYCoEmhaE8h+FvgoQ3ROS9PObpHt2QhzPe8rrfjuCgMMZRGP4JjOhvHGxlLGInBCAAAQjsiUCTwhC5IN8Tib5LoigMXysrL9ynKIwRFIb/Fgk/NbGn+YkvEIAABLZLYA3ZfQ02dEdwFc9hyB+hkFf098S7HaMiBCAAAQhAYAiBxX9Sc3EDhtBzdZdXGOEPbS3441oDOVIdAhCAAAQgAIGQwMIKI/zr7UO+PLLpX2BkREIAAhCAAAT2R2BJhRF+N3XI3x9xuyDu9sqyPzW9v5GBRxCAAAQgAIEhBJZUGGN9N9X9MJd7PnQIBepCAAIQgAAEIDAugcUURvjd1CHbD3KfZcgWyLhAaQ0CEIAABCAAAUdgGYUR/oWzgX8GXf7qN78vzmiGAAQgAAEIrIrAAgojlBcD/7CZe8BTvuM6sJ1VhQRjIAABCEAAAjsgMLfCGPG7qW73wt0fEYXBX3jfwVjEBQhAAAIQ2BOBWRWGe97CawL3xkmEvpd7RNS3IwpjTyHBFwhAAAIQgMAOCMynMMLvpvpf8BzljfszaTuIBC5AAAIQgAAE9kRgPoXhvu4xip5IG3FbGnsKCb5AAAIQgAAEdkBgJoXhv5s6hcjgt8Z3MBBxAQIQgAAEdkZgDoUhXyid7sVjnjsblLgDAQhAAAI7IDC5wgi/mzqRyBjyg107CCEuQAACEIAABFZIYHKFsUKfMQkCEIAABCAAgakJoDCmJkz7EIAABCAAgSMSQGEcMer4DAEIQAACEJiawEwKw32hlBcEIAABCECgm8DU6ZD2RyeAwuge7VSEAAQgAIH5CIye/2hwagIojPmmBz1BAAIQgEA3ganTIe2PTmAmhTG63TQIAQhAAAIQgMCaCaAw1hwdbIMABCAAAQhslQAKY6uRw24IQAACEIDAmgmgMNYcHWyDAAQgAAEIbJUACmOrkcNuCEAAAhCAwJoJoDDWHB1sgwAEIAABCGyVAApjq5HDbghAAAIQgMCaCaAw1hwdbIMABCAAAQhslQAKY6uRw24IQAACEIDAmgmgMNYcHWyDAAQgAAEIbJUACmOrkcNuCEAAAhCAwJoJoDDWHB1sgwAEIAABCGyVwOQK4wIvCEDARmCrqwh2QwACEMgRmENhnOcFAQjUCMhU5AUBCEBgNwRmUhi74YUjEJiIAApjIrA0CwEILEUAhbEUefqFwAcQGKgwzl18SYvh+3koRz16S0J75GT0kWLe6F6M3qA3frqWxwqfWKjA73bBGNCqAWN5Omc7Rt/nNGltfaEw1hYR7DkogUhh+BU5fKOjCde7+de+Uu+p2rAHeHQvRm8wFBl2v2YuafTaWCwy3lLLUmZmJqN0t1e/RoEjjcytMJTlUo/WuLFUBHX0kX19HNdC/dou/DTt15+ZzaQRR+Rhm0r3MOxjz28VLJjwSoNtyCAcUjdl0rSD0joOh5va2qO9vDE007kwXct2CJRchMCsCkNfMWcbhcqlXvqR0SpjsVFibEw8c5o0il8Hb6SqMKp8lIFdrTu8gDGNNXU0fAwbJ0uTVdnCw00dbkOpBWNopnNhupang0bLoxBYUmFEDiwyCpUFSD4yWmUsNkrMjIvmnCaN4tfBGzEqDBdWH9nwfTRWozJ+MEdVwj0P+SjbeNpR2k5W3/g2w2bDQEed+o2H7HnxMW0zqqU75RspCYWss6VaJWPC8llWll6ywSqRsUMoQQ4HSbo4KyMnbDAFlUVUGmz6SPOf2sk04VLazw68dLLYDTvIcre8wsguTNGQDVfPaLyGA8iyDuqyprRKhmuWNybsLn2fDr5wffQOKhMyXSgjM8JGIkTVBVGpW1pKDjIllnJTVxilaTLkvD6cwhEVva+OQ8WqqsHKghAN2iarlCWlJDWiCaj3HppdrVgCWFo0qpHqsC2lFy1ilk5LOkkfPKVl1kscxZ0mI/WxpJuRrqjpmhm1EIbPQm+ppWbOfpdXGKG3SoKPBp8PfxrUdKpnJ392ebIrjKhfZWzpH5XaSR3UR3xquc4hO5mri/ucQ/NofWUVhqyn6TpeXb9KoazODntFJYsoAyk7HbKj3SIg7LPYqE7sYCOS2UWmOqEstHViWYPTXFhVUaVoVt1sciEra9LQGIsNGUslv4wpwCjpqvR2v8qtS2FU1ywlj6ajLVqd9WU6yrj6fNPNSPv1w7H0UWmFlfNRLV1KtzYVYin1tftpsAYHp9vDUIaEspTrk9EPFXtKzo5bZUa0Kgx9mhgVRrURY76vZqAOgNH0rGavkqklUVJKrvqy0KEwsg2m7lSL6Q5WcfW13+SvbsMalp2pbVi1wgiXmJICSAeZrhWyetm+StrNSNuMplB2BdfLhKMhcjwd98amIoUx9YCj/RIB43MYVRWeHeHpuG1KM+lMrGbQavvp+NTljt6gZd1X0HW4U03wpe4sppaSvTJ9lPmeRW0Ul6W69jWzil0Zsam/djK65RYmUV/hUmkcMFV6u18Pl1QYeoyzGVTJo9WMW1qhsmm7NP2aFEZUWBcB1ZZ1k3Q1VpoPdmi7nwmLO9ihMKIlr5S6siu4ZdiHwyMaKsYV1pjGLApGT2mWtF1NdZZGLGWGm2rpRZEUVU+rSd1iwLhjwOiOxbDqWFUst7Q/urpafPGZzoBZFYaMe/8qLXz6uha1kA6mqHq0Ckc2ZId1WsXPWKMOCFuIhqzykQeSZo6qSSHMyEiLASm06cYcLWcJlH5xK1vYj4fojQ99dtgr5NOJGY5GP2uiIVrtPZ3slrEdGqPM0OijUq2qkZHYSleYbAslFGH6KVVMTQ1Bld6X1oes/Vkz0gFghBPFseqj7kK4COtOKeMnNSlrZMnybL+K2ekEGStk+14P51YYI9JMl54RG6cpCMxMYOCvhletNc4XY7Fqd9MVWL+F0/lOy4sQSLXsImZssdONKYzSldYW0WMzBEICkyoMe1a2l1wqfOu3cCky9DsRARRGN9iNKYxuP6kIgZUTmEhhRHcldAj6lvIaAK7fwjVQwobRCXBx24d0DoXh+uCAAASqBPrmMLUgAAEIrJPA5ApjnW5jFQQgAAEIQAACkxJAYUyKl8YhAAEIQAACByWAwjho4HEbAhCAAAQgMCkBFMakeGkcAhCAAAQgcFACKIyDBh63IQABCEAAApMSQGFMipfGIQABCEAAAgclgMI4aOBxGwIQgAAEIDApARTGpHhpHAIQgAAEIHBQAiiMgwYetyEAAQhAAAKTEkBhTIqXxiEAAQhAAAIHJYDCOGjgcRsCEIAABCAwKQEUxqR4aRwCEIAABCBwUAIojIMGHrchAAEIQAACkxJAYUyKl8YhAAEIQAACByWAwjho4HEbAhCAAAQgMCmByRXGBV4QgICNwKRTncYhAAEIzExgDoVxnhcEIFAjIFORFwQgAIHdEJhJYeyGF45AYCICKIyJwNIsBCCwFAEUxlLk6RcCH0CgVWGcO3du5QTHstC1U2pK70KpmEXXWn7l/Oc0zxLrZfEu2/ucsVhVXyiMVYUDY45LIFIYsiBGr5COZU1fluaIFvYpDOd+qw2t5T3hbLCyQZQu/EdRjEpVug2bZwwYzTMWm8jmZXufyKmVN4vCWHmAMO8oBNI9jHRBnGKJnKLN0WPWbWS1YlSgWr60+ZEKBTmjBDHbV3iy9H443j4319Zvqxet5Yf7SwsoDMYABFZBwKIwOi7Kq75tYtntNrJacbjC0IWCYgAKozo49QLV4JZk38B+qW4ngMKws6IkBCYk0Kow/PIq++oiPqKr3uiMLxPVrVZMu5AzYb/pcl+10NMMDUhreV2VdScMSWhVuIWQVvSfRlWyJKPCTXkrwhIFaEgG9ZanUUidysZLGS1pxNMBFpGPopllntIoFTOOyWqxcMynQ3TC+UzTFwmgMBgIEFgFgSaFkV1YfSYO3zSdLFUMs0uoAMKkkubdNIGFWb+Up0vtp+dTCKk9We1SSo1REi2pAUU0pCMp1AGKwdkhqGTErG19J5XREjLPxiXUXmlwU/stSHURpnxqd38VE/4YRqAwjhFnvFw9gSaFoUiB6CP/31JeNC7o9myRlR16L5GRUrgpG/V5V2IVJUtdUuhXxkrd6iW1UWHowLONWPK0hX9W0ilTTZcpejh0BZPl3KQFV79CbNJAFMYmw4bR+yMwrsKILp3TtbuqA/QsG35aSoQdKSrUFpbqSsayXFLbFUbKMwswHZatKiFsoapdxKq0SnoyKhmxzXpn4V8aRalh1eEUhj6L0RupdxoWQ2Esvk6iMBYPAQZA4ERgXIVhT3XK5WyYgJVL4VEURpTsldyQNbjVhpI+aGo8FTFps6lhJVWklNRnSGpzlYYedF2cKSMhstPuu49+tfFu3aOIbBag6QigMKZjS8sQaCBgURj25bWaKS15rjUPKQmmtalWhVESKNV+B3aUFRl9oq1JYShdWDxqLWPHaPRdEZS6YDI6nh3eJeHVMEsp2kgAhdEIjOIQmIZA0y9uubVSXrJS+/ehadnzysnw+jtqsNSFcl1YstDYVJRIss6mTUVnLJQ8wIhktfFUTilV/EepI+FH1fClMUqzZnRGb78U9KbwZQtnDTOOqyrJyGxl6IZhzU6TaWYzrZ4RQGEwFCCwCgKtvxq+CqPbfzRzJWbv2Iw0te/YWVxbOQEUxsoDhHlHIbBFhUEyW9voJCJri8jB7UFhHHwA4P5aCGxLYbDhvJZxc70dRGRtEcEeR2AOheH64IAABKoEWJIgAAEI7InA5ApjT7DwBQIQgAAEIAABIwEUhhEUxSAAAQhAAAIQaCCAwmiARVEIQAACEIAABIwEUBhGUBSDAAQgAAEIQKCBAAqjARZFIQABCEAAAhAwEkBhGEFRDAIQgAAEIACBBgIojAZYFIUABCAAAQhAwEgAhWEERTEIQAACEIAABBoIoDAaYFEUAhCAAAQgAAEjARSGERTFIAABCEAAAhBoIIDCaIBFUQhAAAIQgAAEjARQGEZQFIMABCAAAQhAoIEACqMBFkUhAAEIQAACEDASQGEYQVEMAhCAAAQgAIEGAiiMBlgUhQAEIAABCEDASGByhXGBFwQgYCNgnLQUgwAEILAJAnMojPO8IACBGgGZirwgAAEI7IbATApjN7xwBAITEUBhTASWZiEAgaUIoDCWIk+/EPgAAgMVxrmLL2kxfD8P5ahHb0loj5yMPlLMG92L0Rv0xk/X8ljhEwvt8Mfqt7udbVnb7ebuK6Iwdh9iHNwGgUhh+JQQvtE9CfPH/Lmk1HuqNuzxGN2L0RsMRYbdr5lLlrxOx5iXp0o0fe6Pqo/u1HTBGt1UGiwRQGEwNiCwCgLpHkZrbl6PwgiBDskTQ+r67ZOxjLHLu1WMp8CILMb0pD+jD7zWYdlNY3j0u7um4lgEUBhjkaQdCAwiUFUY1dZRGCki0qFsS1TJhMXSgaQMrel0wHQtV6cSBcYigMIYiyTtQGAQAaPCCO9Ph++jRBJej6bb2tl84ze9/dV/1IivFZVMdwvS3pXr48gLcSTbRfRRqh5SIKlTvpFstNJ+I3pRraqp2e6MvaRkQgJN9mchK+M1ilcpfIp8yZIpwayOqJLjYS8okkEL0DSVURjTcKVVCDQS0BVGuHqO9T5UDE3v9cK67qkaXypQtdBSILRNT0iRGdkUazFVyc2pKAwLd/RYZVuSR1nFGQrHVoVR0ruh3mpyMOtalX/jFKT4+ARQGOMzpUUIdBDIKozShWA1m9qTTZRo7RX1LJK1MKyS7VcxptpglYlisJJiS7VaTc0KGgvtUnavGqCLm9DlSBR6l1PzUi9KQq1kXofZpU5RGB3rzMxVUBgzA6c7COQJTLeHkU0YloSt5D8vfap5Xck0oX6SYtX0o5SpqjGLwqg2Ysz3gmVcgBGuKiu7wihZi8JgtRpIAIUxECDVITAOAeNzGHre0nVD9TLa0njTZbcuCPSdg7RumgiVq22lcPYji+9hmWqCLzXYDbC0W1B1xxL3rLUrVxhic7oBM86EpJUxCKAwxqBIGxAYTKBDYURrq75prOSnas4LO6oWVlK1JYtXt76zBSxW6YZZbDOWyeq87I6CxWxLmVRkNGGsqrGSiCmpwCZQFgctZQZPQRoYnwAKY3ymtAiBDgKlX9zKNuVTfvRGFuLshV31CrhUK2zTZxpfOO0xbCdqM+1C6bR0eRp1Habz7Ed2RCE6Y62wx4iwhUO1FyOxFIJyJhvEdHhUzyi+RyTtxrQ6UhoMHROQKlMQQGFMQZU2IdBMYOCvhlf70xVG9rK72uYiBYyOLGIbnc45kFJJB/+1EUBhrC0i2HNQApMqDHtWtpdcKk7rt3ApMqvqd4YwoTBWFfGsMSiM9ccICw9BYCKF4ffhLRBLNyYsdecps34L5+Gw8l5mCxN3SVY+EuZQGK4PDghAoEpg5YsF5kEAAhBoIjC5wmiyhsIQgAAEIAABCOyDAApjH3HECwhAAAIQgMC6CKAw1hUPrIEABCAAAQjsgwAKYx9xxAsIQAACEIDAugigMNYVD6yBAAQgAAEI7IMACmMfccQLCEAAAhCAwLoIoDDWFQ+sgQAEIAABCOyDAApjH3HECwhAAAIQgMC6CKAw1hUPrIEABCAAAQjsgwAKYx9xxAsIQAACEIDAugigMNYVD6yBAAQgAAEI7IMACmMfccQLCEAAAhCAwLoIoDDWFQ+sgQAEIAABCOyDAApjH3HECwhAAAIQgMC6CKAw1hUPrIEABCAAAQjsg8DkCuMCr7kI7GNE4gUEIAABCOyDwBwK4zyv6QlIIHlBAAIQgAAEVkJgJoWxEm93bAYKY8fBxTUIQAACWySAwthi1DI2r01hnLv4Sg0tnZ8nDNJ71jAxYFnz5oEwWy8KTCUEA6OgtzyK75Yu5h9I8/c4Ckwa2TcBFMZO4hspDJ9Kwzfe1WyijU6mLbSSKi3ElgW6tS9LeWO/xmKWHinTPQaqUSiNz2rF4UExdmEsNtyecF6P2BpNQWA4gVkVxpApJ3WHtDAc1ppbSPcwUlbhmewVjy+g1zVy6M4uxvZbixnt2egYW6fZ3VbpFUcZn63jp7V8t+/dimF4j60+Uh4COoH9K4yDzDqLwgglWlaxoTC2q2LXOc67rUJhdAzFbtqkSQhMRACFMRHYuZvtUxjRKqYojNQfv00dfRRuX4cfpef9Pkq0oZK2XKqb3YkRp0ptRqtwtmXfQsm1bHSzQEqWRF0o1oYGh8XS9zrGEu3wijnbQolG6oI0FRmWrV6KQnT5rsS3NMFSXGEIshDSXkpj2zuYQos88jMr64I+VKSpdGRmB3ap5NwLEP1BIEdgGYWhJIDSeudnXbpgKYu4sjjubDyMqzBKa1kps0aJIbsQl8qEkfXrcthClDOyZULD0vKpPaXy2QSpu6N8qljiP0rzcRO9LNUSojC/RqE0mpoOgNCRrOXZAtUYlbCU1gffddpdSqMKv0TVODyajDGOHyWmirU7W+VwZ3MEFlAYfQkj1PXG9BOlrs3FpsngboURrlzpdVi0pGZNyq7pSrOl7BKtof6/patD3Zh02c16V+o0Wvejupb/KmZX86ti1Vh1Q3odpkZ4owuAbM7LWl4iqQySVBtVW+6AliZ++4iyiwZlkJckRWn1S8dM0wJCYQhMQWB1CiOcxnIdoy9eTYvLFARX0uYQhaEvc6Wl1kdnXIURNhtda0ax9mOjI1kqVUojKmuYJQ/pmcmS/EpyTalbwjhElmUlWjo9LR6VxkxVmpSmW9pgkxlpOg8Xn1TTpMtUalh1aYoGT9pjdsCnq2IW2krWJcw4OIGVKox0coYLWUnFG6f0LkM+rsJIc0l0xoK6qjzSq65sDjMKCEUJKTpAt6GaCFerMIxKoglaKTqlXJ6mbV1slQJdHY2KAktlaFV5KO70hbtk3nD4yqzc5SqHU5sjsDqFoSuJkvLIao60qc2Fx26wRWHoS2e4FlfX9OoybckuaXbP1rIE3ZKcLAlyRLM7mmqiGuXODgnYCs0C0GKGhUx1rEZTI6sFswZXIdsVht3Ivk4tMKvW2tcQSkJgdAILKAxZX9L1sXQmFArZ6VRqLb1gGh3fehoc/otb0ZWWpxrFJaQaluk4nwbOK8VI7kQls/1G+bI6wNLy0ci0jFK90+pQD7uw++hdy/qYBiJLNR26ur+lYOlyITLVz2U9OgqWyJcStLRYCsEIP03zqVNRmY6BVBrSlmFcnarrWaaw5GgEZlUYR4M7p79r+9XwOX3fZV9p0tqlm9M5lSqD6fqiZQhAIEsAhbGTgYHC2Ekgr3cDhTEwoCiMgQCpDoHhBFAYwxmuogUUxirCMJIRyi2JkXo4RDPVu2mHoICTEFiOwBwKw/XBMQOB5UYRPUMAAhCAAARiApMrDJBDAAIQgAAEIHBAAiiMAwYdlyEAAQhAAAKTE0BhTI6YDiAAAQhAAAIHJIDCOGDQcRkCEIAABCAwOQEUxuSI6QACEIAABCBwQAIojAMGHZchAAEIQAACkxNAYUyOmA4gAAEIQAACBySAwjhg0HEZAhCAAAQgMDkBFMbkiOkAAhCAAAQgcEACKIwDBh2XIQABCEAAApMTQGFMjpgOIAABCEAAAgckgMI4YNBxGQIQgAAEIDA5ARTG5IjpAAIQgAAEIHBAAiiMAwYdlyEAAQhAAAKTE0BhTI6YDiAAAQhAAAIHJDC5wrjAay4CBxy+uAwBCEAAAqslMIfCOM9regISSF4QgAAEIACBlRCYSWGsxNsdm4HC2HFwcQ0CEIDAFgmgMLYYtYzNW1cY5y6+VhsMxTzd7JX7tVrgqWGQ3FCwMBUCQgCFsZORECkMWY7D1/r9XLPCcPRK5lXNtkiQNF7VZtcf0NEthMnoSGkQApMSmFth+JXUe9V3ZlIoW2w83cOIluO+1bmvVh/AOfvqsLDbvKrCCOdC9n2Hta1Vur1r7WhI+U0YOcRB6kJgZwRmVRjhAiHv+87sLAajuFNVGMpVuGLAnGv6nH11MO82D4XRQTtbpTsEYxlAOxCAQBMBFEYTrvUWblUYpa0jESJe/6XF0gLRdpT81zdSKh8WCKuk530LPsFEFqZRsXgX1YoMznoR+eXLhE1lu85WzJpdyqwRliwBC7oUZngmSuElziW82ZGTyoLW6Pjy0QVJdnCud4piGQSORwCFsZOYVxVGul2UJsgwQ2TTZ0lMhOdL71N9ILnNUjctk5pqaSe0QUnw2WJVCVJyJ1uxpCR02ZGm2JISygY3FVVZaKlgCl1LQ5YNYkdkS9iz0a9avpOJjRsQ2DKBWRVGev1UWptKi3J6PbRl+GPanlUYpYu/UqbJXm5Wc2FHLqmqAZ/S0qvqqvSxeJcdSHIy/VfP1iXVUs2XupgouVlttmqPBX4pf2fDocCM2lEGWFWmlFTOmLOItiAAgVEJzKowLFc/ljKjEthJY9U9DOWaT7myL0m6KVRFKXuFOkkxtTslZ7NgqDP6FEZTIq8an7ZWDYESO49UGRVZk6JYhOEIrwpCNRC2M5bCkPajHncyk3EDAjsigMLYSTB3rDCyEbJInyhHllJy2L5SZkhGryby2RRG1YuIdlb2KXNG30EZUWEYke5keuMGBLZJAIWxzbglVtsVRnR9qeddSyIv7W9bkll3mZJhRu9a/epoNptrFbPT637j3kmTbRbgJclVsqc0ALIiwGJAtYxFLO5kYuMGBLZMYFaFIUthupvacWbLzCexvfSLW6XOLIHwGSW9kPUhK7XjYx0FPSwf1fX/zV7phoMk7TS98lYGlVJdyW1Zl6sYFX+rNocZ2uhO1Z4wHNk2I3kRlQmHRCihlH6r0VRGSNRdGoK08UlmF41CAAJdBOZWGF1GUqlOYOu/Gl73kBKbIkDu31S4MBYCkxBAYUyCdf5GURjzM6dHhQAKg+EBAQigMHYyBlAYOwnkLtyo3sbahZc4AQEIVAjMoTBcHxwzEGCwQwACEIAABNZDYHKFsR5XsQQCEIAABCAAgdkIoDBmQ01HEIAABCAAgQMRQGEcKNi4CgEIQAACEJiNAApjNtR0BAEIQAACEDgQARTGgYKNqxCAAAQgAIHZCKAwZkNNRxCAAAQgAIEDEUBhHCjYuAoBCEAAAhCYjQAKYzbUdAQBCEAAAhA4EAEUxoGCjasQgAAEIACB2QigMGZDTUcQgAAEIACBAxFAYRwo2LgKAQhAAAIQmI0ACmM21HQEAQhAAAIQOBABFMaBgo2rEIAABCAAgdkIoDBmQ01HEIAABCAAgQMRQGEcKNi4CgEIQAACEJiNwOQK4wKvuQjMNmjoCAIQgAAEIFAlMIfCOM9regISSF4QgAAEIACBlRCYSWGsxNsdm4HC2HFwcQ0CEIDAFgmgMLYYtYzNm1AY565/laDL5zsJSZcbo7g/SiNd5lMJAhCAwPsJoDB2MhoihZHN5dUEPykLY9ozFotM9a6FPlYhKEDSj6IuUlZRlbC8K5y1MNuIPQqlNvsY2vulJAQgAAELgbkVRnbhDg31i2O6SoZnouXb4uq+y6R7GNn9gAVzT6nr6HyHhcpQybaWDqSSXPDn9dFYKqa71uFpdqYoRu57zOMdBCCwcgKzKoxoZRc0pVXYnjYGrtQrj5DRvKzCUPAamx2x2GoVRomSInazQzdqpypKBo7bavsjxo6mIAABCHQQWExhVC/7okvw8L/Dr3o7SK28SklhKGkvu58kbCPa2WSW3SPxqTcbvrRKuheVGhAOldaNGcsexhQKo9pv2mmkWrynJc6KQEk3acJYZ1tWQrPykY95EIDAagmgMFYbmjbDOhRGVuSVtEV2/ymbJu0lszsBJSlZarakaUrbDFnJldWsfXsYFuGliIZUHOiOlJRBWktpWfdUkTJtY5TSEIDAwQjMqjD8xbGSLaLFzl/Rhokhmw8OFrjYXUVhKOiqeShVITr8NBu15uns2LBHPMq41b2E1DzlTAS91VmLF636LBRYerAsLVdxHXyW4T4EINBEYG6FYc9YqbYo5SqusRxVXWF4kZFeyCopuZTspYp/hQOuNemmuyAdnaYjXpc1uogZRWGkfnWcKWmC0gzXLW9VGKUQN60vFIYABI5MYO0KI3v9bbkWPFpQWxVGR75JNzyU1F6VkmkBZUNFF5GtskbxXRcf9j2MLCvFziwNXWEYva4KwarLKPijLSb4C4GxCMyqMKprma4nShemrICWPQxhm2XYrTaq1+WWq3BFL1oMa7KhumVi7DHbaaslTeWb1EkVe9XNagtjLUC0AwEI7JjArArDJ7k0qaRXWvqSyhZuNCgtv7gVpbSQodAOo1B676/OQ72SXtxHn2avpMMLd90AvdPIkezIyRqgWJUdkPqo07tIjVTsVGIRQUtNiszQCyhRTofHjtdBXIMABKYgMLfCmMIH2szuYYAFAqmUhwkEIACB2QigMGZDPW1Hm/i7JNMioPWEAAqDQQEBCCxIAIWxIPwxu0ZhjElzR21xP3FHwcQVCGyMwBwKw/XBMQOBjQ09zIUABCAAgV0TmFxh7JoezkEAAhCAAAQgkCeAwmBkQAACEIAABCAwPgEUxvhMaRECEIAABCAAARQGYwACEIAABCAAgfEJoDDGZ0qLEIAABCAAAQigMBgDEIAABCAAAQiMTwCFMT5TWoQABCAAAQhAAIXBGIAABCAAAQhAYHwCKIzxmdIiBCAAAQhAAAIoDMYABCAAAQhAAALjE0BhjM+UFiEAAQhAAAIQQGEwBiAAAQhAAAIQGJ8ACmN8prQIAQhAAAIQgAAKgzEAAQhAAAIQgMD4BFAY4zOlRQhAAAIQgAAEJlcYF3hBAAI2AqxHEIAABPZEYA6FcZ4XBCBQIyBTkRcEIACB3RCYSWHshheOQGAiAiiMicDSLAQgsBQBFMZS5OkXAh9AoFVhnDt3buUEx7LQtVNqSu9CqTgnOjFjFBrd7Rh7H9HUOQnrfRl9n8HgSfF2j41JHUdhTIqXxiFgJRApDL8YhW/CttazbpY8HNHCPoXhDBvRBmsgP7Dc6Ab0NWipZSnTB2HZWivxawYzZuiiNZSzKoxo0YxsrV6OtPqmtx9259+XVvNtrewDQVF9EQLpHkY6I6ZYQaZoc3SA3UZWK1YLZH2x17KXNAq14Q0aOxo9iAdvcLrAebAzdNEaxLkVhmLf1HSi9kNVkY2Q8bLJbra9ZGsUKb8DAhaFMcVF+SaGZbeR1YrVAiiMHUyuNbjQN9KaLJ+hiyZ7XOGjK4yS7FCWcqWKTn+F4W8dLpSfjkCrwog23mTEhmPMb8hFO3BhMV9Gr+irRG+kVrajcAal1SOMkUnyaXoycjCdpKkloYVp7JrcT32PQpA1L2tSNlJpBEO2YV/ZkkogLLGwoCjFMfJRD7dlWGaHR3XAR7giYiG0NFJVesaQKXOhaSSk418ZydnYTbdSNbW8vMKIlrZ0NfTLTbjuKCudb6G03KTrV1il9L5kZ7QOlgZiacQ0RYvCOybQpDCU9S6aL1F2SYd3OLCjnB2Neb/GKV1Esy/736jHdIJn21cShu5yWjFaZEr/jfytkozopVY14c0uROkyUl27oirGFkqmhgtvB/bsKqqkgKoZ1aDoC7KFnjI8WmeEPtL0aRUlmlbLl1o551YYJYlXXRZLsz277kQ0s0uMLmP1mWCcJ1G/FlOXGgf0uziBJoWh5Ko0z6Vzp7oup+tXKgv0xKBn05R2aKSS2pWUk12+u430Hel6KKsqLIkkWvGyvaSrYqv71TxU4lPSnYoerQ6qbF1jgwqu0vJu9123wRjNaiNGIWWJSNbl6lBcZImbW2FUndT5pp8qadurGUUQKMOidUCE3TUN+ioTChyBwLgKIx2NpRzWOs7TBbe1ZSVnpzpDufYopTRjSsi2XJrFcj6btMSMqEA1vY2uMLKWV81Q1tvqghY6HhFQltxoLke9pAty1YymxbZkWJVeGmKjqdUQWMRTt7JcfOVctcJIV5B0fKTDK1yklOWpaVym8rDUbxrRbEfr1JuLD8cjGzCuwlDGYbrElxJnNYWnc82S3VsVSWl5rZqnVDSu+yVWFhd0bTS6wtDnjqIkmlCkaTXbb5PCUCy3cI76SqVe1fdSL3oEjSiMeJvy0YZyyuoUhl8UIogl3dCqMNL2S+tUVUNEJlXVT7XBI+dXfLcojOpaqS9nlnXf3kW6/hq1S2vasCiMUpmSOyVRpczi6kIR2ZDl04o3bdPSQkq4o5ZltLRir7ZptNziTjW1GxsxFqvKWUWRlLBYuq6O8GWX1rkVhsPhX6UVKszE2awctqCk7bSvsMdsvJUqytCPDI5Cbhk9yw4Cel8DgaZf3IqmgPw3TfDp+Wj2+RmRDlr9TClDh+d97xZrdRlhbCpdW7IVs6CylotVOrRSgbBu2GPaWrb9tErUoL2dEv9qXBSeikd6swrMdAyH4zO7zJYsrBa204vGgLRcClnTeb2w78Ue93S+L76yzaowxvW2NBzH7YXWIDAPgdZfDZ/HqmovTMMqIgrMQyAaiozMebDrvWxMYSiXC2ugiQ0Q6CawRYXBIt4dbiqOTgCFMTrS4Q1uTGEMd5gWILBOAttSGCvcj11nWLFqTgJcgs5J29LXHArD9cEBAQhUCVhmLGUgAAEIbIXA5ApjKyCwEwIQgAAEIACBEQmgMEaESVMQgAAEIAABCJwRQGEwFCAAAQhAAAIQGJ8ACmN8prQIAQhAAAIQgAAKgzEAAQhAAAIQgMD4BFAY4zOlRQhAAAIQgAAEUBiMAQhAAAIQgAAExieAwhifKS1CAAIQgAAEIIDCYAxAAAIQgAAEIDA+ARTG+ExpEQIQgAAEIAABFAZjAAIQgAAEIACB8QmgMMZnSosQgAAEIAABCKAwGAMQgAAEIAABCIxPAIUxPlNahAAEIAABCEAAhcEYgAAEIAABCEBgfAKTK4wLvOYiMP7ooEUIQAACEIBAL4E5FMZ5XtMTkEDyggAEIAABCKyEwEwKYyXe7tgMFMaOg4trEIAABLZIAIWxxahlbN6Bwjh38TU8HqM0EpoxlmHDXau2EJk6OoqqARSAAAQg4AmgMHYyGLIKQ/JN+Fq5t6NkxFEaiUBN0eZEsQhN3ZDZE9GgWQhAYEECKIwF4Y/Zdaow0uyy/nyTtXANZvfZ0FdLhkV33VLF7gbHHKa0BQEIHIkACmMn0Y4UxmpTtY57tWb3pee+WiiMncxJ3IDA4QmgMHYyBCwKI3TV3zrxJ/0t/PBefnpfX7KmUsZ/Gm3XpxWjrqO+fKItmVq9WM96FJlnbNz3ZSwf9pJyKLUWGZwFksWrdNeEsURsJ5MENyAAgXkJoDDm5T1Zb00KI8p5qchINURTmbBwqWKpTEooUhIl48NU2t2pQsa3Hwm1rCP2wtUeIyDZ8qWTCqvqGBiyATPZMKdhCEBgSwRQGFuKlmKrXWGkmSO8pK4m/qaMWC2sqIeqJdksLtqoWreap6PG/QZMSV5E/aa2VXVSKwrfY7XlqjGh8QiLnawIuAGBFRBAYawgCGOYsCqF4W8lVJN9a1pV5FGTqsimZ117pfcsQjezdzQi96PyiljJ6hU5mTaCwhhjAtEGBCAwPgEUxvhMF2nRojCyF+Kl69eqOCjtFjRV3JDCsOwERKEvocgWa0WRVVSloCjnI7/Yw1hk/tIpBHZJAIWxk7BWv63alPg7EpVvf6yOWjNo6x5Gdp9gXOMtuwuWHku7Hd3MjfHdydzADQhAYCECKIyFwI/dbfUXt9Lr5mhj32+/S/rxn7a+D6tXG/EX0OHmf8pGMVXxq2R5SbtExoTFQgPCZiNWrZYrzfqWS22m8iViGNmZNlgqwDbG2LOT9iBwUAIojJ0Efge/Gr6TSOAGBCAAAQhcJIDC2MlAQGHsJJC4AQEIQGAvBFAYO4kkCmMngcQNCEAAAnshMIfCcH1wzEBgL2MSPyAAAQhAYA8EJlcYe4CEDxCAAAQgAAEINBJAYTQCozgEIAABCEAAAgYCKAwDJIpAAAIQgAAEINBIAIXRCIziEIAABCAAAQgYCKAwDJAoAgEIQAACEIBAIwEURiMwikMAAhCAAAQgYCCAwjBAoggEIAABCEAAAo0EUBiNwCgOAQhAAAIQgICBAArDAIkiEIAABCAAAQg0EkBhNAKjOAQgAAEIQAACBgIoDAMkikAAAhCAAAQg0EgAhdEIjOIQgAAEIAABCBgIoDAMkCgCAQhAAAIQgEAjARRGIzCKQwACEIAABCBgIIDCMECiCAQgAAEIQAACjQQmVxgXeM1FoDH0FIcABCAAAQhMSGAOhXGe1/QEJJC8IAABCEAAAishMJPCWIm3OzYDhbHj4OIaBCAAgS0SQGFsMWoZm3egMM5dfEW+RSfTAjPHbywDxK+xWpsBwtoCMYPLx+yib0wOGcwMrR2PNBTGToKbVRg+jW0ln2VXt/Bk3/I3YoxHMWCURkZ0ytjUqgJhtJlirQS6B2d3RWchQ6s1TFspj8LYSqQqdqYKI7sfsHJvqwpjfvuHrJsla4e3OaSF7rqlit0Nej7DW8iinqjZ6QbhIgaP1emQdobUnS4ctDycAApjOMNVtBApjBWmagumFZo9xdo3vM0hLXTXRWFYxvCQMt2hWUOnQ4wfUneI79SdmgAKY2rCM7VvURihKW5Kyyu8jpT/huc7yvgWqo1HXUd9ZS9wfZu+cLZW6p3F9xKTCIilqQhjtkrKx0jM26m0EPkS4VJQpx+VuhOnLMaENOztl4w0dpo1LB1yoRfK+3RSZKeGMYLKHGkdz6GbYe/GaZhS0hvRF4cSXn0AyKfpfB8yx2dadummRgCFUSO0kc+bFEZ2PivaIrtupuVTVEpFXUBEKTld+pXeS975RqpdW/iUlsVWLJZ2okU/qqIs0FVPs5zDBvWlP0U6nTu6LyU7s9O3WrgkFDpQS1NpBJtCky1sb0FxJ/VIGfz2GVSyrUTDd5rVbR39bmTZ3r+ZKIydxNiuMJR0VV1c9PxRVRjpupNeMHU0UsqIeiaOlq2SJcbz1axczeVVOMYW0iC2Qva+KBUtQ0UnbHSnKYiWHi0BVURqVe0po9Eud0qrUlapVONr19yWqWQPvbJcRA5a2gxVSGnw7GQ135EbKIydBHNVCkMuRNLLkWoSrS6g1ZUo7DoyIM1VreupnjyyK2CTR5YEGZURk6KXvv6WTEobWafCCF32NLIEqvAtKicrKcKhpWiOrAGpzem8SBNwOqFKtcJxqE/DdCxZ5FF1DkZjsuqdIkSyfekDficL+l7cQGHsJJIWhSHT1bggGtcRXTRUG1FyWHZham1QuVTS03lWLqxWYZQGcTbi9ry7WoURjY1SIrd7akxy2eFknFB9akYxTFcY1ZliESjZcVVtuVogbdZSpTQld7KC79QNFMZOAlv9tmrTHDYuuKUrjD5xkFU/QyzR5VRHyx1VLEnOEhpdKnUHopr2LLZ1CJEOd/RBVSVg91QukasJuCQ3lbpN86JauANIdUZYRniY6avYLTQsnRrL7GQ135EbKIydBLP6i1vpmp6upP6MvJHVofV9WKXaiFjlu4hM6us9qpUGOPQoXKaz531r2WbTKiVcaUdRzlPCkR2jevnw05KRHWTSIRFGUPGxxDaqolNKR4vOMIxddfyngdYjHuZO49jIWpuNY8nadIJE00fvYpQRbgGVzmhlAHSsMNU5np0ynJyfAApjfuaT9LiDXw2fhIu50ShhmOtREAILE2DoLhwAui8TQGHsZHSgMAYGkmV6IECqL0WAobsUefqtEkBhVBFtowAKY0icqnv4QxqnLgSmI8DQnY4tLQ8nMIfCcH1wzEBg+GigBQhAAAIQgMBYBCZXGGMZSjsQgAAEIAABCGyIAApjQ8HCVAhAAAIQgMBmCKAwNhMqDIUABCAAAQhsiAAKY0PBwlQIQAACEIDAZgigMDYTKgyFAAQgAAEIbIgACmNDwcJUCEAAAhCAwGYIoDA2EyoMhQAEIAABCGyIAApjQ8HCVAhAAAIQgMBmCKAwNhMqDIUABCAAAQhsiAAKY0PBwlQIQAACEIDAZgigMDYTKgyFAAQgAAEIbIgACmNDwcJUCEAAAhCAwGYIoDA2EyoMhQAEIAABCGyIAApjQ8HCVAhAAAIQgMBmCKAwNhMqDIUABCAAAQhsiAAKY0PBwlQIQAACEIDAZgigMDYTKgyFAAQgAAEIbIgACmNDwcJUCEAAAhCAwGYILKwwLgSvNTBbmz1rYIINEIAABCAAgQ4CiykMyeXng5ec6fBhlCprs2cUp2gEAhCAAAQgsBSBZRSG1xah2yI2FgGxNns8hHMXX4swUTrttqq74toIWOzpDtxqKa3WMEs4KAMBCMxPYEmFkXor1sz/EoWxrD2yfIcvsac7UU2Ksduq7oqTujNF40M8HVJ3Cl9CyTtp+zQOAQjsicACCiNK59GF0fwioyQvJMzz2JNmFH9mncmm2ypjRUsxS5nR5+pEnUbN9vXSV6sJ0QxdNNlDYQhAYM0EFlYY6SX7PBk9DAkKo2OAdmcaY0VLMUuZDtf0KhN1isIYPVI0CAEILE5gMwrDaxG5cRDtfChnqimhT2F4AyJLJKKpPWGk0yqKkfKRsZewmG8zW9eIseROk1VhX1lPI6GZ6k5jfKNi2RhZSJaCqxiW+pXyrwYirGIPehSj0JIqEDuiai+pwaWo+abCNqvt23kuvqpiAAQgIAQWVhjpqqTsYURLpw9her5UMhv1PoURWW6xLTQ4m5CU5BctytK7QiAsUErq2erGjrJSpmSVHo7sp1mbFa+VrtPMZKQX5XsjmTRrKkOlFIImvEoj6UehpCgl+NRTfaSFDtqhpSWrIyErMljKIQCB1RJYQGE4Fn1PVlYXIJ85SvmpFIbp7ImSmWUcRDrD4nWqJ6RW+G/YdcQnK3eyaUbPH9lm7X0pFloyXLa6XYdF/lYrViNraaFVHOiIFCWXDVyTZrKPhyyZyIDs+FTGoRIdy5yiDAQgsAiBxRSG6zjarkjPpETSlCn5OHz5xShK1QpfpzA67GnN/U0BbsrlAxVGmOc8yWxG0TN9NhZVhSHGR8FKa+lllGHQYXOUI/XMXRpmUyiM7FAvOViaF9E4HMXOapQtCiMdCZawNk0rCkMAAnMSWEZheA8lr1u0RZjwlBW/JEqMTJvsGVFhRAt0qhiq13BD8kQqJrL6JmRo9D1K1el/S9nO4o5lGFTbSckrNBT7lQgqeiUrDkrlS6bqEkrREx2elpSEXWFYaPgylugYpzbFIACB+QksrDA6HLYs5Zbc09G1slhXM1mUnu0rsqVlpTXLGi1lmjoapbBR2Vj6smRlSztZadVUsZrvsxExRlAf2JZGLNMnjUuHU4qpTTztWnb4jKYFCEBgXAJ7UBiSXeTlF8fozLjUoh7TvvTeQ1NTg7OOpD5mz+hXpalCiizxZpfOR9barSq1HLaQJshsQKOUk/43rdUarzB8peAqlivdKQPDM7f0ngqFMDShICgNJz2UJTvDOJZ6sZwvSZZsv6XZPfqkpkEIQGBcAjtRGONCoTUIQAACEIAABAYS2JjCKF26DaRAdQhAAAIQgAAExiWwGYWR3lkYFwStQQACEIAABCAwIoHNKIwRfaYpCEAAAhCAAASmJoDCmJow7UMAAhCAAASOSACFccSo4zMEIAABCEBgagIojKkJ0z4EIAABCEDgiARQGEeMOj5DAAIQgAAEpiaAwpiaMO1DAAIQgAAEjkgAhXHEqOMzBCAAAQhAYGoCKIypCdM+BCAAAQhA4IgEUBhHjDo+QwACEIAABKYmgMKYmjDtQwACEIAABI5IAIVxxKjjMwQgAAEIQGBqAiiMqQnTPgQgAAEIQOCIBFAYR4w6PkMAAhCAAASmJoDCmJow7UMAAhCAAASOSACFccSo4zMEIAABCEBgagIojKkJ0z4EIAABCEDgiARQGEeMOj5DAAIQgAAEpiawsMK4ELymdtXS/trssdhMGQhAAAIQgMAKCSymMCSXnw9ecmYpRmuzZykO9AsBCEAAAhAYhcAyCsNri9AHERujeNXayNrsabU/LX/u4mt4O7QAAQhAAAIQ6COwpMJILRZr5n+JwljQHhEE42qCUmu+r7DT9KS3p2Rbqcq4Xsw/GOgRAhCAAARGIbCAwiilc/FnfpER2RNl+tnsGT0xZxtMT/ozTR+5SIXlS++VMWr3114y7K6v1iiTikYgAAEIQMAndJdGq4ckYikm78+F8sROc80KI7wun1nxjJ4RFcWQzcSKAVWxgsKwj39KQgACEDgIgc3sYWS39H2Q0p38VCuUIhoqHrvCiG4iRI2X7ixIsWibxJ8sWZhtzXLzIrXKvqnQJBp0edQUnSgEaURKrYVgs42k8MNioyu8g6wguAkBCECgRGAzCkPyRygplPdN2bH7LkkoFCy2RXrImP6rvti7NuqAbArXp5AxPff5Umo8ak3+609GtSyUjF6wmkAAAhCAgIXAAgrDmdX3ZGU2SWQTSWuqmM6eSBjZtxBKGxupa5acWt0mSe2sqoHQFyPwapvZdowKQ1dsFoVhD5ZlalEGAhCAwMEJLKYw5IGOkH56Jo1NdJ0qKSF6+Wwa7jHoYXYKo8Mei+KxJy1jcg31RLTZoFy1dyiMJgGhK4wwQL5ZRTdEgUv9ihzPQu7Yw7AH6+CrBu5DAAIQsBBYRmF4y8LnSy3mZhWGXtF4eS2NNNkzqcJIPQ1VgqVrZbcjqx4m2h0xbh6U1GSU9e2toTAsE4oyEIAABKYjsLDC6HBMT5wdEqTDhnRLwJ75JGVW03+4V5Fe91u6s2yKlNqJHByyO2IxNbuxoRNQlEcanbCwskHSJEa7hw0VIQABCByEwB4Uhs/ZYU5KN9LHjWjYfnbTPisjfPJLc7ZvxNhaVD5M0uFH2b0BpYu02dSwkvElwrqp0YZKNnAhTMXCyIBUTIjlpdbGHSG0BgEIQODgBHaiMA4eRdzvJsC+RTc6KkIAAhDQCWxMYZAPGNDjEmBEjcuT1iAAAQh4AptRGMpNB8IJgT4CU99K67OKWhCAAAT2QWAzCmMfuPECAhCAAAQgcBACKIyDBBo3IQABCEAAArMSQGHMipvOIAABCEAAAgchgMI4SKBxEwIQgAAEIDArARTGrLjpDAIQgAAEIHAQAiiMgwQaNyEAAQhAAAKzEkBhzIqbziAAAQhAAAIHIYDCOEigcRMCEIAABCAwKwEUxqy46QwCEIAABCBwEAIojIMEGjchAAEIQAACsxJAYcyKm84gAAEIQAACByGAwjhIoHETAhCAAAQgMCsBFMasuOkMAhCAAAQgcBACKIyDBBo3IQABCEAAArMSQGHMipvOIAABCEAAAgchgMI4SKBxEwIQgAAEIDArARTGrLjpDAIQgAAEIHAQAgdVGOeuf20ozFu0eUN4MRUCEIAABMYlMLnC8HkxejOuGx2tiT32iiVHWtux95iW7O6ru2LV2hBLtbBSYDoLh1hFXQhAAAIQ6CYwucJwlkXJYyW5pNWMsHzpfXcYjBWNNqfFjBWNZkixIb0MqdtkJIUhAAEIQGApAgsoDElOSzns+21NuqHNqWaaxx2jzcZiA20eohLmsXCgg1SHAAQgAIEhBJZRGKHF2W328JmD9PaEv4D2WT8sH15hVwtEgsOY+bLFsjaHpqYaRc6kxke1Ii90myNclvbTBku1qvrMk8lGLQpNWrhvYJRqrUHIDpmc1IUABCCwaQILKwzldkOasKvCIt1a0Dceok/D/KcHtSRESjZnW46EhY6i1ILScpp3s/ogC62kaewKwwdrTgtTXzY9OTEeAhCAwKYJzKcw0r2KNE8rWdaSqIYojGruVBK2sa7dvOyuRpSzjQIi5daEXddS6dCvSsaSjNND39QsWxebXpIwHgIQ2A2B+RSGno0siTBNsfacbaxbSu2R8U15N71tYVdLFgdTm5s0ROtmQ0kiVCPYrSGaLEyF7G7mKo5AAAIQ2BYBFMYpXtW9k26FYbz4Lu1PGO+k6EKk6qDdSGXjxKjhJt3D8OYZleK25irWQgACENgWgSUVRtO1qf26P0ozYcVw/7yUVkv7E3py7UiciixotbNJYTRhV2joOyVNvejqxLKR4/lno7+tOYm1EIAABPZBYHKFUd21zhawnIzK6FV8DpPknRaO7mWEOT67gVHKr/p5/6lufGRMJJK8bYrN4UW8BWa2i2rssiTTjYSsTJnCwiy3fUxUvIAABCCwOQKTK4zNEcHgsQhYdoPG6ot2IAABCEBgbQRQGGuLyH7sQWHsJ5Z4AgEIQKCdAAqjnRk1DAQsd1gMzVAEAhCAAAS2SgCFsdXIYTcEIAABCEBgzQRQGGuODrZBAAIQgAAEtkoAhbHVyGE3BCAAAQhAYM0EUBhrjg62QQACEIAABLZKAIWx1chhNwQgAAEIQGDNBFAYa44OtkEAAhCAAAS2SgCFsdXIYTcEIAABCEBgzQRQGGuODrZBAAIQgAAEtkoAhbHVyGE3BCAAAQhAYM0EUBhrjg62QQACEIAABLZKAIWx1chhNwQgAAEIQGDNBFAYa44OtkEAAhCAAAS2SgCFsdXIYTcEIAABCEBgzQRQGGuODrZBAAIQgAAEtkoAhbHVyGE3BCAAAQhAYM0EUBhrjg62QQACEIAABLZKAIWx1chhNwQgAAEIQGDNBA6qMC4ErzWEZ232rIEJNkAAAhCAwKYJHE5hSC4/H7zkzFJRXJs9S3GgXwhAAAIQ2BmBYykMry3CKIrYWCSua7NHgXDu4istUDq/CM9Sp5sw0hu/LWuXCnR2NC5lDP1CAAJZAkdUGCkIoTD/SxTGSuypLtmlAtWKWV0iJzvq9oUp7Mi/n633VptXa1irI9OVB9F0bGkZAmMROJDCiNJ5dKU4v8goyQsJ7fz2VJfs1SqMquWRlBlLYVj67Zuo3S2PGKM+y6kFAQhAwBM4qMIQeRGKjPkz+qoUhmQmPbGNmL3GyvH2jZAp9jC6dUB1AepuecQYVY2kAAQgAAGdwGYURvea6/0PM7pdYYRCJBIlkpKjvZC05VIA+hSG7y7q1+fa7Pnw06w9isIoeaR7mpIJ+00VRra1El5PPgxB2GYKwagwLD1GqKOWs123noxGe2RVaQw0RUoPUDq2myZCaqFevTR6S46natgYOGV2kCogAIHRCWxAYVSXQiOU7rsk2eQUrXFpho6SRGpkn8IIk2vWBuWyvrS8lhw0tq97WuVQ6kXBHtEudaH4VR0zqW5IwaY6wDcbyp0hJxU4eheRgxZTsxIwNMA+ESIJWEWnWJvtNBrJ1aGizJrqSKAABCDQTWADCkNJma1u9z1ZWVrj0hXZkk3DWtPZE2UmHZQlc5QyTbUjC5O0jHLGUrg1paV8LEyqyiyb1+0nU7ZVVdEnthT9UVUYpbp6mJpUaSQoo+Aah8oQudm6zlAeAhAQAodTGM7h6JGL9Ewp36TXtXItFV5RRf/Vx5lTGB32WBRPNfFH8ih1xJjeSh1lG1RopBijwtnkmlWfFl9KllTrKsojrJtNit7aasnQ2bRwxNySO/UyqUrIdur7NU4EyzwqjcNS9P15y3hQgkUCgAAEZiBwLIXhgUpet2iLMIdZlvJ0BbREscmecRVGlF3C7JUmnlJGV/JB2r4OpJSbLRmlI/VGGS4bPkuiyrrZfVJxNg2BZVi2KgxFgSmQSzAjqlUs2YFnHI2lAWyhZJmqlIEABOwEtqow5BrL7ufwkkom9ovaPKvYkISne2HPXvaMZQlTVTP1ddcajlawpZxXTXLd/maVh8VNi6kWsRXJC2XAlOJuOT8kEK11h68MtAABCJQIbEBhiJjwL7+oWVLXiIHPdpe1Sk6O2HW09Pv2o95l9Vd6Tz+ytJDlH/aV7bFUK4sljW8Y5ShnKN1FtRRQyjV6ZEyIqIQrvEa3QC5Fqoo6xVI1KbJNN7U00krio9SaMg6VqZG6H8K0BKI0VPS6E01VmoUABDagMFYSpOlEw0ocxAwIzECAeTQDZLqAwEoIoDBMgWBZNGGiEARUAswjBggEDkUAhVEJt3LT4VADBWchMIQA82gIPepCYKMEUBgbDRxmQwACEIAABFZNAIWx6vBgHAQgAAEIQGCjBFAYGw0cZkMAAhCAAARWTQCFserwYBwEIAABCEBgowRQGBsNHGZDAAIQgAAEVk0AhbHq8GAcBCAAAQhAYKMEUBgbDRxmQwACEIAABFZNAIWx6vBgHAQgAAEIQGCjBFAYGw0cZkMAAhCAAARWTQCFserwYBwEIAABCEBgowRQGBsNHGZDAAIQgAAEVk0AhbHq8GAcBCAAAQhAYKMEUBgbDRxmQwACEIAABFZNAIWx6vBgHAQgAAEIQGCjBFAYGw0cZkMAAhCAAARWTQCFserwYBwEIAABCEBgowRQGBsNHGZDAAIQgAAEVk3goArjQvBaQ3zWZs8amGADBCAAAQhsmsDhFIbk8vPBS84sFcW12bMUB/qFAAQgAIGdETiWwvDaIoyiiI1F4ro2e7ohnLv+5Vpwb7vbkeq+hfC93qa95BDb+uqWgHTY3FqlVL61nT7Hfa2puxsy5IbUHYhFqk9tQN+EanJNd2GiQTg1tyyByJdFbGgKjT7AZrD/iAojjZBQmP8lCmNBe7wyCCVCK4domA4ftWEL9tbsJVsdHFheMaxqcyi2+hKSom8Uv9J+w8IdiqHq6RDIQxofUneIzaH8GqUdSzQnEjRVhn2DsHpRMTW3ksiYM3bDfRyy/pR6t68AB1IYpXQuEOcXGZE9Ucxms2e4PqiuL62TZGcKI8rNyn9TUCtUGMZwDx9XrcNmzvJGCNUUZbF5SF+pKh3emsXmqMwUCqPDjFGqDAc4vIVuR8bt2tIaCuMsWLNldD84QoUh8iIUGbPZk44Sy7hpSpOt8wGFkV4kpVLDSLVvcVe6Mw4PFIZy/WeMXaoPmipmL7WN4evrqNXlRYwZ6Npwm4e30O3CuF1bWtuAwkizbx/fvj2MMPFHIsCZoZyp0u9TGF6FhHIkXEqy5/1SZdETUqbUUeRyGp0wOYXG2A22KIwseYWDYkl2gNkjG7Wcok6BRPlbD1mUZqLoRFIvbSqKuO5sZJgMg6qatLCym50OPDvhcEpGo6gEOYpOOPLT4RR6kY6otMe0NWW+2NeTFLi+AugTKmwtarkU2civKursqMuOrihMpYph3XTARAkibKQpRtnJpcBUJkJpLIXLRTTXosGsfKrbGY3w7GwqmWFhq6fjtSsMywJnFBx9CiOaBqXh5ZeecCTphnXfJSkNEX0dyS6degoJh1eU56IZHs2fLIR0hpRSl8WRtIts+3q8SsFNa1XX6IhPNKtLo0KZ7aXB0xr9PgJK7+nybQl3k9nKwAvBhsuifXymy3F29KYdlca8Moz1RkpTUllz9I/GnVBVv/yi1zf1qktrNZfrgTPSiJbubKelk9XJZZwaStawdKEMs3DepcCNjWfbT2dcdtE4kMJw/vc9WVkdcz5yehJNAzCdPdFgKiUMv8bJQIzsN/7XUqxKxjLWs2NaGf3VJSxLKeuObn+4SEUL1ijZorpWpualWEphqoam1LtOTxkVpZBVF7KUczQkFA6lBbE68LJ8StCqraXQqu2X2tTnuMUSS/5LuVUhV6sYB6dl0lX7alo0LHM/C1ZfAy0LkWV8KokmXXYswa3OOH35smSZtSsMZXVTsmbpI5fRncPRIw7pmbR6Nm24k+HLDxE5aTGvzx7LELfEvjSms0Mz1SLVPFFqJ4qpZ2iZEopfERZ7s1HJKKyhm6XIhsMjO1QUpBZKpVnQtEAoi2DKqjR67Sup3l00WdIQRAY0EQ7DVIpmdbBlh5NlajS1nK7g1XGbXXbCTqstZIObjttoyisDtWnqhS6nk6s0GUtrcrqIZdfe0mhMz6d4jSO5RLUajmpA0+mf+qgsU1F0souJ3qAx9FkC21AYpZXdksVLbouwMD5QqacNZcYaLfTGWOzJjhhliOg2ZCdkOm+NqT0tll259HVBmRIWM0rV9WZ9ywqQLJbqGmeZ4Ypf2VwbdWpZIJSFUllBlN6zNocrXXYtyyYYvZcmwpEvTdE0jpDI8dbxZsl2ljb7km4JiL7EGaek0ex0kDSFyb56lAa2ZZRW61ZHsoVGq+Ol5dSyApQWZ/tE7sgyG1AY2RiMrjmqUkCHq8/PauNNBboHbhaaMsQtLiujVlmI7WtEKfrp/M+uGllWIYdSASVR2U1qSo3VtaYPWnW0VNNqSSjY7WlNyd2EjdGsSp9S8rCPMaPL1Y7s88vYo32+V0eOMgc7jEm700em3TyjMcp4tvRltz8KwXA39WGptN/nl74gRLls7QpDkkH48uPAuCI3JW+lcGnVi9KVN3WsfqN2wvbTvvTeQ1NDjBbXwtUk63LaoFIsbc0X1h1sNSNyOepFlp4stOhkqVi6yKbLmW6DwDcOm9boKyMkBW6cUGmxkvHGmJZQpyO/RLvqi25hGoIs58jx7PBucjmNezjMwu6yQygbr7QF44RKpUw0O0oDVZkp3sLs9FEGZ7SY6EPO4qDRAGVV1MGWKo4bUCUXlIiVIGfXHD0i2U+raW7tCqPqwGwFjOvvbPbQEQQWIcBEWAQ7nQ4hsN1Bu2bLLbahMEzj1oLS1BCFILB9AtEl9fYdwoOdE9juAr5Oy+0rAAqjMrXsKHc+R3EPAhCAwAYJpNv7W3Fiu5Z7wiiMrQw27IQABCAAAQhsiQAKY0vRwlYIQAACEIDAVgigMLYSKeyEAAQgAAEIbIkACmNL0cJWCEAAAhCAwFYIoDC2EinshAAEIAABCGyJAApjS9HCVghAAAIQgMBWCKAwthIp7IQABCAAAQhsiQAKY0vRwlYIQAACEIDAVgigMLYSKeyEAAQgAAEIbIkACmNL0cJWCEAAAhCAwFYIoDC2EinshAAEIAABCGyJAApjS9HCVghAAAIQgMBWCKAwthIp7IQABCAAAQhsiQAKY0vRwlYIQAACEIDAVgigMLYSKeyEAAQgAAEIbIkACmNL0cJWCEAAAhCAwFYIoDC2EinshAAEIAABCGyJwEEVxoXgtYZwrc2eNTDBBghAAAIQ2DSBwykMyeXng5ecWSqKa7NnKQ70CwEIQAACOyNwLIXhtUUYRREbi8R1bfaMBeHcxddYrR22HQUjeA87KnAcAhsicESFkYZHKMz/EoWxoD2Sw9LXcBSkwOEMXQsljOAdBS+NQAACkxI4kMKI0nl0gTi/yCjJC4n3bPakuWqU7DVKI+nQtzRrKTP6pJqo04maHd19GoQABCBQulp26ax6SEKUYvL+XChP1g83zOjhVfvMGd2DWq3CGCWUE6VGS7OWMqP4GDYyUacTNTu6+zQIAQhAYJMKI1UDfYHsUxi+d9myjnY+lDPV3NCnMLwBkSXCJLUnyoLVHQtfINtRyf3UmKgjHV3J7Cj06Ugw8o+KWVzL8izB14eoZdiUwicYFbzKeAitqo7GvjlFLQhAAAIKgbXfJUkTVXc4u++ShDbo70ufZm3uUxhRvrHY5nvXRUkpEYbJz78P2xz9vdJLKVMq5LMfhSii97o7lsKRqss2aCSZ7S6r86IGm4Zi95yiIgQgAAEUxhmBvicrSykqTSStV4rT2SNCxDL0FQ1nkS+l6v58akb2I6VYKWFbEnnVvAhUyeyqzVnaVX08SnfV8WkcCZbRQhkIQAACdgJr38OIPBm4VrqMLg+ShM2mZ1J80m+0lPuL/vSC2Ghnnz3VjJJeHysDQjF1aoXhkZZs8IRL2wBhCEp7D6Uwlcp7en0VjXoock0hoNtpUUjG0WhfNSgJAQhAwEJgGwojzTQW35Qy4XOtlqayCkOv2LSsN9kztcJoul6vbhLomxMp2CzVbpO6M3d3xarCMIYvlYmtgm/0WWOZKZSBAAQg4AlsQ2Gkl3HhtsE84WzNlE0Ko8mF1kwT0tO9iLJaa0et5dMkWkrP3Qqj9RK/6kK1QBTKtLylhW5/S403DTAKQwACEBiFAArDijGrGNK97qkvHMP207703lNZ5stHbyQx+/JKp2HFSMpE2a4kCktSLNuyN8yrE8WAkj1G1yIICpPQmHQ8KWGKmJSGkzEc849G6+ShHAQgcEgCa1cYUfopZaMZYrdg1zN4193FcCzDW+g2fscV1zNxdgwZ1yAAAZ0ACsM0QsiCJUwDyQysbgreIQuhMA4ZdpyGwLoIrF1hhPvDi2Sj0t7+usK4kDX6TRndKMBOHbTSbaap+6V9CEAAAkJgAwqDUEEAAhCAAAQgsDkCKIzNhQyDIQABCEAAAhsggMLYQJAwEQIQgAAEILA5AiiMzYUMgyEAAQhAAAIbIIDC2ECQMBECEIAABCCwOQIojM2FDIMhAAEIQAACGyCAwthAkDARAhCAAAQgsDkCKIzNhQyDIQABCEAAAhsggMLYQJAwEQIQgAAEILA5AiiMzYUMgyEAAQhAAAIbIIDC2ECQMBECEIAABCCwOQIojM2FDIMhAAEIQAACGyCAwthAkDARAhCAAAQgsDkCKIzNhQyDIQABCEAAAhsggMLYQJAwEQIQgAAEILA5AiiMzYUMgyEAAQhAAAIbIIDC2ECQMBECEIAABCCwOQIHVRgXgtcaYrY2e9bABBsgAAEIQGDTBA6nMCSXnw9ecmapKK7NnqU40C8EIAABCOyMwLEUhtcWYRRFbCwS17XZ0w3h3PWv7hYOW1HINbnfWr6pcQpDAAIQGIvAERVGyk4ozP8ShbGgPV4ZDJEIMyS81M7QYMWL7opzDoZWgK3l5/SFviAAAQh4AgdSGFE6j64d5xcZJXkhsZnNnihddWSvjiqtMzDsIvu+5EV3xdDCqR2stl8t0MqT8hCAAARmIHBQhRFe2s6c0X1Q16kwnHmt+ay1fMewbhUK3ovuiiiMjjBRBQIQgEBIYEsKY2AmCzO6XWFkd+M9wfTmQtpyacD1KQy/9RLtwUgv+s2OUpXIwigrh7XS3rP+lrB4C7NvwpPKLM0Og/Sk5UxWTqXbIekYiEy1+JuOGd+RAjyMabZ8Nuj6IGEFhAAEIDAPgc0ojGx2bGLUfZekeh1cvWLO2tmnMNLcFqau7Psotyl6Isq4WcfD7OVlTdimgks+CjNl6f1AhWFUIanCsFRMCZRCkGqCEtLU3yrGFH6qVLIBapo1FIYABCDQTWAbCiPKTN3e9j1ZackKfRZOZ0+aO0vQwk2IUlaLZIGiUZSdA31TQelal0Q+iYaOZJ0tqYfWitl2qvleSfZVWRMVKG1mlMKkGNw9lagIAQhAoEpgAwpDWU+r7kUFXEZ3DkcPUaZnSheU6TVimpz8GYttffZYFE+Twijl46z4sAuFKKfaK+oZsZqPFS1ViqwerFKC97WyGkXfhKh+OlDt2RWbZaBSBgIQgEAHgbUrjIkWSlEVFm0RpskmY5ouHJvsmU1hGHcCdCyWC+5ID21LYShaIZQgirjJIkJhdCxnVIEABFZFYNUKQ7l2lKvGOVFaLsGbJEi38UNSmu5FZFKflLGYF21vHEdh6EiN6CzF5hmK3WOYihCAwBEIrF1hhPvPoapYg8KQvJhaNaltYY9R76k9qWJIRZtubcnB9AZB2JfFsJIjaV295arXXs2knup9pf2W+opGaVQs66kPhDKEIpUg/x3C9ggrGj5CAALrIbBqhaFcUs9PML36n98GeoQABCAAAQhshQAKwxQp5IUJE4UgAAEIQAAC1xNAYVTGwqS3PBiHEIAABCAAgb0S2JLC2GsM8AsCEIAABCCwPwIojP3FFI8gAAEIQAACyxNAYSwfAyyAAAQgAAEI7I8ACmN/McUjCEAAAhCAwPIEUBjLxwALIAABCEAAAvsjgMLYX0zxCAIQgAAEILA8ARTG8jHAAghAAAIQgMD+CKAw9hdTPIIABCAAAQgsTwCFsXwMsAACEIAABCCwPwIojP3FFI8gAAEIQAACyxNAYSwfAyyAAAQgAAEI7I8ACmN/McUjCEAAAhCAwPIEUBjLxwALIAABCEAAAvsjgMLYX0zxCAIQgAAEILA8gQMpjPPnzy/PGwsgAAEIQAACxyAwh8JwfSx+XLhwAYVxjCGNlxCAAAQgsAoCKIxVhAEjIAABCEAAAjsjgMLYWUBx53AEzl3/OpznOYd3TGPHri01dEE6NfnjKgw/tsI3U+Oern3xYrr2Z255Z+5MR0+CnuLKDu+DrKfK4FFm/aqGXGqnDKE5jZyzr+kmSLXlbje7K1ZNGl5gPbatRWH4GTXRExvRcxilFXl4aOdpYev2VymtZ4ZUTR2+7nc7W02laVrq7svCwVhmahtK7euzZmqruuGEhs1p5Jx9eTjzd2rscc1L7pptW4XCcIC8sAjfj6g2qgpD8oRxFVi8mHFWLG7nQQwYGI7u6rrCKK3ai4/zbn+Nw8muMFY467PG+5BNjc5IeLpi8zto7NFYbDoySstrtm11CmNEVRE2lVUYylIrMYsiF56JPk0Lh5eP+gjQ+1LM8M1me291ITU45WMhENUKzYgWyo7/lrCXQpmFEM7VVo9Sd3QHQ8OyfWWrR6uJZYT0LUCtg6RpnPeZ3WpSJKRKFvqtpuxQqc4yJe7RxMmOrtL4zAbaEsrppnx1wla7bhokJVxCrDQ9+waJ4lp2FClDqwohrauPwCYDsquKmFTqpY/YcMG0aoXhoYhWcP9NtzqiMiWBkn5bNUs8XCzS92nwonHmY1xtJ3t9aa8elfSG2Zv1YzRsKjUgHWHpnI96LzWoeKfbn11olE6jNSsbR11klBov8cmGozp+ohWhNJn1AIVrjaWF1PGqnaVhXx1s2TGWxjoyW69laTMNh758V2drGoLIDMWq6vArRSQbzeqCY4+mUnLERvomo2V6Djey1EKVTLVAdq0rDZKmKVntulqg27bS8qKfX4XCEPUgr6xEkPPhp6UzdoURRkJZxEvJpi+Q6WIaZQhjOsmmNGUENzWrJy296xBXdihn01KadfS61fLpoK9mHWWh93Wj9b3ki6UpY15pDbSSlsYae00zojpNlOXJPn6qoyXru1Kr76N0WFpGiHEkNJEcBd0ojdgHZNZBBakFSLrupYtbaWWoDqqxsoYySJrW7dJAalpDlHVy2woj+xyGX9C9toiERVjAl8mKDP0Xt8LMMSQe2QEdGjnWKt9kZFNKUKzVl4AoFlURYF+/sqtM1J2+TJSUQatH3hLj6pP2m7VTmdWtgbYv6E0tK/5WjTdCiNbZai3j4ltVMK4dJVc1mVEa8/rwG1FhpHPQnoZn8LRknk5AmTJ9NltWnmrL+qLatOSiMCRlS44O35/2FRwdOaXM5KZHK1xo9Xsi4WaGL1ztIn0Oo5TsZ1h51z+klDVR56MsFpaJXSJj79Qu5I1RUHK2npwsi3tJ4hhtU7J7NW9NPc77FIC9lr1kCFOR+On4tMg1o/YyRiorpuVkdTjZgYzuaWhhKREo5rUqjG5PQ4ZZpPaWURhKxg8/WsVdklAo6Aqj9DRGdD4VHNXvkpTG1oh50Y9pYxbsHu5NCjrqRcltSjosrVlGF1JBo2Mvrbb2/NGagCV2YQSbXNOp6unH2JEy4Uvt21tunQVNI7BjOqSZ2JLAUg5VAn5kWnK84rVlPJfmV2nUdXeXNWaIp96StJHsyFcGvB6jFJF9ZFomb3U8KOuGva7RfcW16nDqrquvRUZVsTqFUXoOIxyvpa+z+jL6NkbpuySlKZE9H53U/xvp5XB8ZxNhaWr5Xkq1oukdTWllNUkrhh5lDa6uIE1ehK5l34sNHZ1mIWQnT1PjCp8oTFFJuyPZOWwZjaXJrzhoHDnd4zwLIZoXqdkWdFUg1Vgr8UpnbmpSNqCpVSUCWfPS7NU0eUtpvhq+rHd6LYun6QKijIes78rc7xgk2clrcSRdTIwTJ5sC9Plod3mGdNChJ9Iqq9jDqN7jGF5gi3/5rLoMjTICZmtkZ+7Mxo2O5ieQjtW9jt5RPB2lkfmjvK0eNzoCURjrHWYbHVL6xfR6cWMZBK4nkE2Zu8QziqejNLJLvCM6tdF0gMIYcQyM2VR1M23MzqZva2fuTA+MHhYmkN1UX9imabofxdNRGpnGvz20ut31cw6F4e5QrOHlvgmzh7GGDxCAAAQgAIEtEJhcYbi8vp7XFiKCjRCAAAQgAIE9EJhcYewBEj5AAAIQgAAEINBIAIXRCIziEIAABCAAAQgYCKAwDJAoAgEIQAACEIBAI4E1Kgz/3Kz4Ev0366ClTCOZnuIrMaPH9KDOnF6M21dHax1VBuKlOgQgAIGDEFiLwoi+7Kv/N4qNK+yFyOJhG/itZf035kK9Nen3lwZ60RSFcfvqaK2jSpODFIYABCBwTAKbVxjLpocpfsyu+vM1dvnVDae7YscsGrevjtY6qnS4SRUIQAACRyOwFoWRbkvIzoS8lBywbHqYQWGEHLI0poAzJ9Vx++poraPK0ZYJ/IUABCDQQWByhRFt5vvVPLz/Hb5vSqJh46kiyV7rS7Gox8jISNmUMlC296yDYWBKfWXlVCovUr3VZF7oe7bxkH8al/TTdMwpkc36XlJp9vORU5FfluAqKDomFVUgAAEIQMARmFxhRBkxTBupJshm2dY9jKiLrPII2yyVV9op2VnSLiX1oAuIUtqLlE1VKKT6JivjjMXsWEIxpw+D0khINWJVgKZVfOOWQLMoQAACEIDAWAT2pjBKF76lnFpKSEqiKmXiIckvbbO0M5HqrSEl9f2PVBhNjUUPn0WoVfVlE8CxphntQAACEDgggVkVRnpRa9y0GCuJGhNYuBVR2mNvlSwdbRrTf5oyjVQ7KqbbJ/o2TGRJVD1laBGIvhGjpEs7NeqkAy4HuAwBCEBgRAJzKIwwuUbvjblwKYVRBV2VLJZ7ClEv1SrVTo1UuxXGcCxhC7q//lPjPY4qPfYwquGjAAQgAIFRCMyqMEqZr7ro2xVG1JTlajUtU7o4TolXk71ugGUDoNqFXSjocIxZv4SrVF2ROyXOHstwVWEJrmWQjDLZaAQCEIDAoQisQmFEdyL0/6aZrJSDs5kjK1aiHqOkqOgbn7MlKVosL/UVplvF8rC63lTUYJ9TTbgUF0ofZV2whKOKqOpvSjKreA61HOAsBCAAgREJzKQwRrSYpiAAAQhAAAIQWD8BFMb6Y4SFEIAABCAAge0RQGFsL2ZYDAEIQAACEFg/ARTG+mOEhRCAAAQgAIHtEXAK44L5df78eVdeqrj350J5sj3XsRgCEIAABCAAgckIOKHQ9EJhTBYKGoYABCAAAQjsi4DfiXBuVd+jMPYVfLyBAAQgAAEITEOgKilS2cFdkmlCQasQgAAEIACBfRFoEhnsYewr+HgDAQhAAAIQmIZAk7yQ/Qz2MKYJBa1CAAIQgAAE9kWgSWSgMPYVfLyBAAQgAAEITEOgSV6whzFNEGgVAhCAAAQgsEcCTSKDPYw9DgF8ggAEIAABCIxNoElesIcxNn7agwAEIAABCOyXQJPIYA9jvwMBzyAAAQhAAALjEWiSF+xhjAeeliAAAQhAAAJ7J9AkMtjD2PtwwD8IQAACEIDAGASa5AV7GGMgpw0IQAACEIDAAQjInoTx4G+rHmBE4CIEIAABCEBgDAKyh2F5yV9s5y6JhRVlIAABCEAAAkcn4O+SVLcxUBhHHyv4DwEIQAACELATQGHYWVESAhCAAAQgAAErgZkUxpt5QQACEIAABAYQsKY1yq2GAApjwHinKgQgAAEIzEVgNXkTQ6wEQoVxLvfyz2cMeg5jrhFIPxCAAAQgsE8C1rRGudUQiPYwIo0RPv45SGGsxl8MgQAEIAABCEBgDgLpXRIvMqJvl6Aw5ogHfUAAAhCAAAT2QSD7HIYTGemXV1EY+4g4XkAAAhCAAATmIDDTk55zuEIfEIAABCAAAQishgAKYzWhwBAIQAACEIDAjgigMHYUTFyBAAQgAAEIrIYACmM1ocAQCEAAAhCAwI4IOIXhHuE0vvjLZzuKPK5AAAIQgAAEpiTgREPTq/i3Vat/OY0CEIAABCAAAQhAQCcg31w9faXVqR9gQQACEIAABCAAgVEIvF9hGO+vUAwCEIAABCAAAQhYCJz2MJrur1AYAhCAAAQgAAEIWAj8/+6jWmWfObYHAAAAAElFTkSuQmCC</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="6.5004in"
                              svg:height="0.4449in"
                              svg:x="-0.0098in"
                              svg:y="8.3311in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 16: The Preferences page, showing the recommended settings for the Formula Translation Options</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:span text:style-name="T8">used, statement caching (described in the next paragraph) should be used, too.</text:span>
            </text:p>
            <text:p text:style-name="P24">Sigma has a simple statement caching mechanism for hierarchical and subsumption relations that improves inference in many cases, since reasoning about class subsumption and other hierarchical relations is often necessary. <text:s/>Sigma can compute the transitive closure of subclass statements and assert them directly, so that Vampire can find them as ground assertions rather than repeatedly having to apply SUMO’s subclass reasoning axiom during inference. <text:s/>For example, if we ask whether Human is a subclass of Object, without statement caching Vampire <text:soft-page-break/>would have to apply the same axioms several times to determine the correct answer. <text:s/>It could, in fact, spend all of its allotted time searching unhelpful paths, since it does not know what commonsense answer we are looking for. <text:s/>By asserting directly that Human is a subclass of Object during a “preprocessing” step performed when KB constituent files are loaded, we allow the theorem prover to avoid a great deal of work, and get better and faster results. <text:s/>Caching is turned on from the Preferences page by setting the option labeled “Employ statement caching” to “Yes” (Figure 16). </text:p>
            <text:p text:style-name="P24">The Preferences page also allows the user to set the directory in which the Vampire executable is found, the directories in which the local and built-in installations of SystemOnTPTP are found, the IP address of the server running Sigma, the name of the KB, the pathname of the directory in which inference tests are stored, whether automatically cached statements should be displayed in the browser, and whether the Controlled English to Logic Translation (CELT) (Pease &amp; Murray, 2003) system should be loaded at startup. <text:s/>The CELT component is experimental, and is not included in the Sigma distribution.</text:p>
            <text:h text:style-name="P18" text:outline-level="1">Reference Guide </text:h>
            <text:p text:style-name="P12">The section briefly describes each of the web/JSP pages that together constitute Sigma’s user interface. </text:p>
            <text:p text:style-name="P13">login.html </text:p>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T8">The login page allows the user to type in a user name and password. <text:s/>At present, an administrative user name and password – </text:span>
               <text:span text:style-name="T16">admin</text:span>
               <text:span text:style-name="T8"> – grants full access to Sigma functions, and all other user name and password combinations result in the availability of strictly read-only functionality. </text:span>
            </text:p>
            <text:p text:style-name="P13">KBs.jsp </text:p>
            <text:p text:style-name="P12">The generated page lists all the knowledge bases currently loaded into Sigma. <text:s/>Each knowledge base can be examined or manipulated through functions that correspond to the following hyperlinks: </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T10">Manifest</text:span>
               <text:span text:style-name="T7"> – takes the user to a page generated by </text:span>
               <text:span text:style-name="T15">Manifest.jsp</text:span>
               <text:span text:style-name="T7">, which lists all of the files that make up the knowledge base.</text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T10">Browse</text:span>
               <text:span text:style-name="T7"> – takes the user to a page generated by </text:span>
               <text:span text:style-name="T15">Browse.jsp</text:span>
               <text:span text:style-name="T7">, where all the statements for a given term are displayed, and where the user may search for the alphabetical neighbors of a term, as well as for English words and their links to SUMO. </text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T10">Graph</text:span>
               <text:span text:style-name="T7"> – takes the user to a page generated by </text:span>
               <text:span text:style-name="T15">Graph.jsp</text:span>
               <text:span text:style-name="T7">, which displays a graph of the terms connected a given (typically, transitive) relation.</text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T10">Diagnostics</text:span>
               <text:span text:style-name="T7"> – causes a set of pre-programmed KB diagnostic tests to be run, and then takes the user to a page of test results generated by </text:span>
               <text:span text:style-name="T15">Diag.jsp</text:span>
               <text:span text:style-name="T7">.</text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T10">Consistency Check</text:span>
               <text:span text:style-name="T7"> – takes the user to a page generated by </text:span>
               <text:span text:style-name="T15">CCheck.jsp</text:span>
               <text:span text:style-name="T7">, which displays contradictions discovered by the theorem prover. <text:s/>Note that this function might require several hours to run to completion, so use it with caution. <text:s/>If no theorem prover is currently available, this link will be deactivated.</text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:soft-page-break/>
               <text:span text:style-name="T10">Inference Tests</text:span>
               <text:span text:style-name="T7"> – causes the inference tests defined by the files contained in </text:span>
               <text:span text:style-name="T15">KBs/tests</text:span>
               <text:span text:style-name="T7"> to be run, and then displays a page of test results generated by </text:span>
               <text:span text:style-name="T15">InferenceTestSuite.jsp</text:span>
               <text:span text:style-name="T7">. <text:s/>Note that it could take hours for the inference tests to run to completion. <text:s/>If no theorem prover is currently available, this link will be deactivated.</text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T10">CELT Tests</text:span>
               <text:span text:style-name="T7"> – causes CELT tests to be run, and then displays a page of test results generated by </text:span>
               <text:span text:style-name="T15">InferenceTestSuite.jsp</text:span>
               <text:span text:style-name="T7">. <text:s/>If the experimental CELT system is not loaded, this link will be deactivated.</text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T10">WordNet Check</text:span>
               <text:span text:style-name="T7"> – runs routines that check for correspondences between WordNet synsets and concepts in the KB, and then displays a page generated by </text:span>
               <text:span text:style-name="T15">WNDiag.jsp</text:span>
               <text:span text:style-name="T7"> that shows missing correspondences.</text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T10">Ask/Tell</text:span>
               <text:span text:style-name="T7"> – takes the user to a page generated by </text:span>
               <text:span text:style-name="T15">AskTell.jsp</text:span>
               <text:span text:style-name="T7">, where one can make assertions to the KB or pose questions to the theorem prover. <text:s/>If the experimental CELT system is loaded, the user can enter assertions and queries in English. <text:s/>Otherwise, assertions and queries must be entered as SUO-KIF expressions.</text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T10">Remove</text:span>
               <text:span text:style-name="T7"> – Causes the corresponding KB to be deleted, and then displays a page generated by </text:span>
               <text:span text:style-name="T15">KBs.jsp</text:span>
               <text:span text:style-name="T7"> that allows the user to start building a new KB (by loading constituent files). </text:span>
            </text:p>
            <text:p text:style-name="P13">WordNet.jsp</text:p>
            <text:p text:style-name="P12">This page shows the WordNet synsets for the selected word and part of speech. <text:s/>Each synset shows the WordNet definition, and the SUMO term or terms that are linked to that synset. <text:s/>Clicking on a hyperlinked SUMO term takes the user to the term browser page for that term. <text:s/>The user can also type in another word and select a different part of speech, if desired. <text:s/>Sigma performs some simple processing of words that allows a word to be found even if the user types a plural or past tense, since WordNet stores only the root grammatical forms of words. </text:p>
            <text:p text:style-name="P13">Browse.jsp</text:p>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T8">The Browsing Interface page is where the user concerned with building ontologies is likely to spend the most time. <text:s/>When no term is selected, three metrics are displayed. <text:s/>The “Total Terms” value is the number of constant names defined in the knowledge base. <text:s/>The constants may denote classes or instances. <text:s/>Note that variables do not count. <text:s/>The “Total Axioms” value is the number of ground or fully quantified statements in the knowledge base. <text:s/>This number is an approximation, since the statements are composed by users and are tallied according to their surface SUO-KIF appearance rather than their canonical clausal form. <text:s/>For example, one user might enter </text:span>
               <text:span text:style-name="T16">(=&gt; A (and B C))</text:span>
               <text:span text:style-name="T8">, which counts as one statement, while another user might enter </text:span>
               <text:span text:style-name="T16">(=&gt; A B)</text:span>
               <text:span text:style-name="T8"> and </text:span>
               <text:span text:style-name="T16">(=&gt; B C)</text:span>
               <text:span text:style-name="T8">, which count as two, even though the entries are logically equivalent. <text:s/>The “Total Rules” value is also somewhat of an approximation, because it is based on occurrences of the logical operators </text:span>
               <text:span text:style-name="T16">=&gt;</text:span>
               <text:span text:style-name="T8"> and </text:span>
               <text:span text:style-name="T16">&lt;=&gt;</text:span>
               <text:span text:style-name="T8">. <text:s/>Since </text:span>
               <text:span text:style-name="T16">(=&gt; A B)</text:span>
               <text:span text:style-name="T8"> is logically equivalent to </text:span>
               <text:span text:style-name="T16">(or (not A) B)</text:span>
               <text:span text:style-name="T8">, two KBs could be logically equivalent despite having been constructed from different SUO-KIF expressions. <text:s/>Note that the number of rules is a subset of the number of axioms. </text:span>
            </text:p>
            <text:p text:style-name="P24">The Browsing Interface page has a number of controls. <text:s/>“KB Term” allows the user to search for a term in the knowledge base, and displays all statements that include the term. <text:s/>If the term is not found, the terms that are alphabetically closest to it are displayed. <text:s/>Terms occurring inside <text:soft-page-break/>SUO-KIF expressions and their natural language paraphrases are hyperlinked, so that when the user clicks on a term, the Browsing Interface page for that term is displayed. </text:p>
            <text:p text:style-name="P24">The “English Word” area functions as described in the WordNet.jsp page description in this section. </text:p>
            <text:p text:style-name="P24">Links at the top of the Browsing Interface page take the user to the “home” Knowledge Bases page, the Ask/Tell page, the Graph page, and the Preferences page. </text:p>
            <text:p text:style-name="P24">There are two menus at the top right of the page. <text:s/>One menu simply selects the knowledge base. This is an alternative to selecting “Browse” from a knowledge base on the Knowledge Bases page, since one can select the knowledge base of interest directly, without having to return to that page. <text:s/>The second menu is the “Language” menu. </text:p>
            <text:p text:style-name="P24">Sigma is capable of loading SUO-KIF files that specify natural language formatting templates. These templates allow Sigma to paraphrase logical statements in a natural language. <text:s/>The formatting is quite simplistic, but can give some assistance to users who either are not comfortable in logic, or are not comfortable in the human language in which the KB’s constituent files been written. <text:s/>The syntax for the paraphrasing templates is described in the Appendix: Natural Language Format. </text:p>
            <text:p text:style-name="P24">The user can load several natural language format files. The selection in the language menu tells Sigma in which language to format statements. <text:s/>The natural language paraphrases appear in the right hand column of the statement listing. </text:p>
            <text:p text:style-name="P24">The center column of the Browser Interface page shows the name and line number of the file that contains the statement. </text:p>
            <text:p text:style-name="P13">Manifest.jsp</text:p>
            <text:p text:style-name="P12">The manifest page contains a listing of all the files that together compose the selected knowledge base. <text:s/>The full pathname of each constituent file is displayed. <text:s/>Next to each pathname is a link to remove the file. <text:s/>Below the list of pathnames are controls that allow to add new constituent files to the knowledge base. </text:p>
            <text:p text:style-name="P13">Properties.jsp</text:p>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T8">This file generates the Preferences page, which allows the user to set and change a number of preference parameters, and is accessible via the </text:span>
               <text:span text:style-name="T16">[Preference] </text:span>
               <text:span text:style-name="T8">and </text:span>
               <text:span text:style-name="T16">[Prefs]</text:span>
               <text:span text:style-name="T8"> links that appear on several other Sigma pages. <text:s/>Note that all of the parameters mentioned below, as well as others not mentioned here, can be set directly in the file </text:span>
               <text:span text:style-name="T16">config.xml</text:span>
               <text:span text:style-name="T8">, as described in the Installation section. <text:s/>The list of parameters the user can set includes the following:</text:span>
            </text:p>
            <text:list xml:id="list1946047392" text:continue-list="list1420281340"
                       text:style-name="WW8Num4">
               <text:list-item>
                  <text:p text:style-name="P22">The user can set the directory in which the theorem prover executable is found. </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P22">The user can set the IP address of the server on which Sigma is running. <text:s/>This allows hyperlinks to function properly when the user is working with a Sigma installation that is on a remote host, rather than on the user’s local machine. </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P22">The user should set the name of the KB containing SUMO. <text:s/>This allows the hyperlinks on the WordNet page to function properly. </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P22">The user can set the directory in which inference tests are found. The format for these tests is described in the section Appendix: Inference Test Format. </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P22">
                     <text:soft-page-break/>The user can set whether the CELT (Pease &amp; Murray, 2003) system should be loaded at startup. Starting this component can take several minutes, so generally it is best to turn this off when work in CELT is not being routinely performed. <text:s/>Also, since this component is experimental, it is not included in the general Sigma distribution. </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P21">
                     <text:span text:style-name="T7">The user can set whether “sortal” constraints should be added to SUO-KIF axioms in the special translation of the KB generated for the theorem prover. <text:s/>For an example of the results, see the file </text:span>
                     <text:span text:style-name="T15">SUMO-v.kif</text:span>
                     <text:span text:style-name="T7">, which is included in the </text:span>
                     <text:span text:style-name="T15">inference</text:span>
                     <text:span text:style-name="T7"> directory that is part of the Sigma download package. <text:s/>In general, this parameter should be set to “Yes”, and caching should also be enabled for best results during inference.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P21">
                     <text:span text:style-name="T7">The user can set whether caching should be performed, and whether automatically cached statements should be displayed in the browser. <text:s/>Caching results in storage of the transitive closure of all </text:span>
                     <text:span text:style-name="T15">subclass</text:span>
                     <text:span text:style-name="T7"> statements, as well as statements computed for other transitive relations. <text:s/>Depending on the size of the KB, this can be result in a huge number of new assertions that, although helpful for theorem prover performance, are not helpful when shown in the browser.</text:span>
                  </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P22">The user can set whether predicates in the SUO-KIF translation prepared for the theorem prover should be rewritten as arguments to generalized “holds” predicates. <text:s/>The use of the “holds” predicate was introduced to Sigma in order to make it possible for rules that quantify over predicate names to be effectively used by first order theorem provers. <text:s/>An alternative, which appears to yield better results during inference, is to instantiate all relation variables with the names of the applicable relations. <text:s/>The default setting for this parameter is now “No”, and, in general, “holds” prefixing should turned off for best inference performance.</text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P21">
                     <text:span text:style-name="T7">The user can set whether the SUO-KIF statements in the KB should be translated automatically to TPTP format, which is required for use of the theorem provers accessible via the experimental page generated by </text:span>
                     <text:span text:style-name="T15">SystemOnTPTP.jsp</text:span>
                     <text:span text:style-name="T7">. <text:s/>
                        <text:line-break/>
                     </text:span>
                  </text:p>
               </text:list-item>
            </text:list>
            <text:p text:style-name="P13">Graph.jsp</text:p>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T8">This page allows the user to generate a hierarchical view of terms and relations in a knowledge base. <text:s/>Most typically, the user selects the </text:span>
               <text:span text:style-name="T17">subclass</text:span>
               <text:span text:style-name="T8"> relation in order to see a portion of a class/subclass tree. <text:s/>The user selects a particular term and the number of “levels” above and below that term to be displayed. <text:s/>Only a text view is supported at this time. <text:s/>The user can select a different binary relation, such as </text:span>
               <text:span text:style-name="T16">subrelation</text:span>
               <text:span text:style-name="T8">, in order to see a hierarchy of predicates. <text:s/>This page also includes KB and language menus as described in the reference for the Browsing Interface page. <text:s/>Levels in the hierarchy are indicated by degree of indenting. </text:span>
            </text:p>
            <text:p text:style-name="P13">AskTell.jsp</text:p>
            <text:p text:style-name="P12">The Inference Interface page supports asserting new statements to the knowledge base, and posing logical queries to the knowledge base. <text:s/>If the CELT system has been loaded, all non-SUO-KIF statements are assumed to be natural language statements, and are passed to CELT. CELT queries are terminated with a question mark, just like an English question. <text:s/>All other sentences are assumed to be statements. <text:s/>This page includes menus for the knowledge base, and the language in which natural language paraphrases are presented (see the description of the Browsing Interface page for more detail on these controls). </text:p>
            <text:p text:style-name="P1">
               <text:soft-page-break/>Pressing the button labeled “Ask” causes a query to be posed to a theorem prover. <text:s/>AskTell.jsp allows to select either Vampire-KIF or one of the systems offered by SystemOnTPTP to perform the reasoning. SystemOnTPTP can be calles either in a “local” version (i.e. a locally installed copy of TPTPWorld or the built-in systems) or using the “remote” web interface located at the University of Miami. <text:s/>The chosen theorem prover can be furthermore controlled by limiting the number of answers it is directed to find, as well as by providing a time cutoff. <text:s/>On a large, interconnected knowledge base there are so many possible search paths that the inference engine would frequently continue to search indefinitely if such cutoffs were not provided.</text:p>
            <text:p text:style-name="P12">The resulting proofs can be viewed in hyperlinked KIF format or – if SystemOnTPTP was selected to perform the query – in TPTP proof format or using Steven Trac's graphical proof viewing tool IDV (Figure 18).</text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:span text:style-name="T8">Pressing the button labeled “Tell” results in the statement being asserted to the knowledge base, and added to the file </text:span>
               <text:span text:style-name="T16">&lt;KB-name&gt;_UserAssertions.kif</text:span>
               <text:span text:style-name="T8">, where </text:span>
               <text:span text:style-name="T16">&lt;KB-name&gt;</text:span>
               <text:span text:style-name="T8"> denotes the name of the current knowledge base. <text:s/>If the statement contains a syntax error, however, it is not asserted, and an error message will appear. </text:span>
            </text:p>
            <text:p text:style-name="P13">SystemOnTPTP.jsp</text:p>
            <text:p text:style-name="Text_20_body">
               <draw:g text:anchor-type="char" draw:z-index="48" draw:style-name="gr13">
                  <draw:frame draw:style-name="gr8" draw:text-style-name="P37" svg:width="6.5004in"
                              svg:height="2.4004in"
                              svg:x="0in"
                              svg:y="2.839in">
                     <draw:image xlink:href="">
                        <office:binary-data>iVBORw0KGgoAAAANSUhEUgAAAzwAAAEyCAIAAACwAULgAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAgY0hSTQAAeiYAAICEAAD6AAAAgOgAAHUwAADqYAAAOpgAABdwnLpRPAAAUeZJREFUeF7tnQfYNVV177/73CRXsMSGlQ6ioFhiwYjRT0XEgopCLLEhFmzYFRX1Q9GggiiCIoodMXaxRRFLxGBswahJsIZEQDSWJ/fmaq5JuOt862V/291m7T0z58w553ee/bzPvHN2Wfu3dvmfPTN7/se3L/jyJj4QgAAEIAABCEAAAhMm8OSnHb1JRNvlfCAAAQhAAAIQgAAEpkpgy5Ytmzdv3hBtIt0IEIAABCAAAQhAAAITJIBoQ6dCAAIQgAAEIACBJSCQEG3b7/nEPuHKN3rStrDXk64yC0/WcNUba3jKLNzkKVfbFo662t5H/aEL+xz1h/s89eou3PSpV7/p066h4WazcM1ZePos7DsL15qFZ1zr5hvh2jd/xizc4pkadpBwSw3PknAdCbfS8OzrSvijbeF6f/Sc6916W7j+bZ7rhxvc9rk3uO3RG+F2R99wFp6nYcf9XHj+jrd//k5++OMX7OzCHV6w8x2O2cWF/Y/ZZf9jdt3/hbNwx1nYbRZeNAt/Mgu7a7jTizXsoeHOErZI2FPCZg3HSriRhLtshL3u8pK97rot3PiuL73x3baFmxzw0psccJwLe9/9uL3v/rKNcODL9tkIL9/nwJff9B5eOOjPb+aHex6/rwv3On7fex1/83u9YiPc+xW3mIVXzsJ9ZuGWG+FVtzx4Fm6l4b4naPgjDfeTcKKEW2u4/yzc5v6vnoVDNsJtDzlpFh6wEW73gJNu98DXuLDfA1+z36GvdeH2h712azhZwh9L+FMXXneHB/nhlP0f7IWHnHLHh5y6LTz01D956Os3wp+9/k4b4Q13+rM33Olhb7jzRjjtzg+fhc0uPOKNmx/xxrtoeKSG0++q4VGzcLdHvWkWDt8IBxz+pgMOf/MBj94Id3/0m+9+xBkuHHjEGQc+RsJbNNzjsS689aDHvvWgx7nwtns+/nfCvY58+7bwhLff+wnv2Bae+I77zMI7Z+FJ7zx4I7zr4Ce96+Anv+u+LjzlzPs+5cz7uXDUmfc76t331/BUDWcdouFps/CAWXjPA56+ER749Pc88Ol/8cBnbIRDn/EXhz5Twns1HCbhWRre96cSnu3C+x/07Pc/6DnbwoOf+wE/POToD24Lz/vgQ2fhQxr+7PkaPjwLL/jww7aFjzzsmI883IUXfuThLzz7ES686OxHvOijj9Tw4ll41Cx8bBa2zMLhs/Dxw4/dCI8+9uOz8JJPaDhCwks1fFLCYyQcp+EvHyvhZdvC4172qce9fFt4/J9/2g9HHv/pI48/ZyO84pwnzMJnNDzxlS6c+8RXnfskP5zw2Se7cOJnn3zi557iwqs/95RXf+6oV39+Fk6ahafOwhdm4TWz8DQNr/0rDU/XcLKEL0p4hoTXaThPwjMlnLIRnnXKl5516rbw7FP/+tmv3xae84a/fs4bznfhuaed/9zTvrwR3vjlozfC3xz9xr953uleeNNXnu+HN3/1BS6c8dUXnPHVY8742kZ4y9deOAtfn4W3zsKLNsI3XvS2WXixhrdL+FsJWzS8Q8IFEo7V8M5ZeMk7vzkL79oIL33X383CmRvhuDP/7rh3f8uFl737Wy8769suvPw9394aviPhzyX8hQt/f/x7/fAPr3ifF97/D698/z9uCx/4x1d94MKN8MELT9gI3z3hg9894UPfPXEjfO/ED8/Cq134yPdf/ZHvn6ThbA0/eI2Gj87Caz/6w1n42EY4+WM/PPljPzr54xvhdR//0es+8U8unPKJfzrlkxIu0nDqX7rwz6//y39+/adc+Jc3fPp3wmnn/Hhb+MyP3/iZi7eFcy8+fRYumYXPXvKmjXDpmz576Zs+d+mbXfj8T978+Z+c4cIXfnLGFy57i4a/0vDTt2r44iy8bRZ+9rbzNsLbz/vZ28/717d/aSO840v/+o6/lvBzDe+UcL6GX7xLwpdd+OWZX/7lmX+zLbz7K79aiqDLfmbRtseR/+uGh/3+Dgf+/nUPvuoeh97otve/90F/fOObHbD9HkcGCg/RhmhDtCHaRLoh2hBtIt0QbYg2RNsgorBbtH3gYbf+zpbbXHnPI/9gh7seeMMdvv2M6+/00DP2euy79z3i5AMecsQvvv7gy7/38Kcedtft93i8r9sQbYg2RBuiDdHGSpsutiHaEG1LJNqqHj+QBwJq46t6a0vVLdq+/qi9Ln3d7S44bIdTd/ifPz76Bl99zs47HviMB5xy3uPefM7hx5168GOedPmPHnv59x998lPugGi74gopl0dfcXMuj3J5dOsVUlbaWGlDtB3/Xi6PLtPlUZFTxocP9DJlbXwn2qpK0VQdou09xz7hi4fudNn77nTph+/8LyfvfcmJN3rPodfdffMjDzn508d86u+POPUTNzrs2Hsc8bR/PXv/y79/+HX2ONTptpVZaVMt7G5rK9zTpjG36jZEG6LtNFlmW8aVNm3Gck+bHszubBv5njb3c5N72uTmNu5p45427mlb+D1ttSLMxS9s6+aLrRFF26fuu/M3j9j14jfe4uK33uaS1+59yUk3u+xV+5951O3udPRbH/Tubz7orG/v+6KPX/9+L7zkzFv+2+cP+tbr7+hEW7DuJw8i6JmRHkTQzPVBBD0e6kGE+Yi2AFfVgwiadvAHETTbtgcRgupUPYigaSfyIIIac0fzgwhBxeVfeQohOKkPIsQx5UGE4KTxQQRNdcWzCBtPIehJeSjB+CCCxpdnETYOzKItsFkeRNAzxgcRNDIPIrhnERBtiDZE2xqKNlV7/sKbf0bX80wrbZ+4/24/eOleF7/uZpe89iYXv3LPHx+z41e27Hf9ez1zz8e9bp83f+MOb/nqro888YK/evK/XfCIn35w/5+9f+MKqQ7E83x6VEsU0bZxoI+ODvH0qGY49kqblrIyT49qdVbgnjatiF206dOjmsqttOm/+vSoHrunR/VffYDUiTZ9gFS/sjw9qjHls1W3zUSbO2MXbe7pUU1rX2nT+M1Pj2pyRBuibeMZUp4e5enRCTw9KoNS1YVLFz8QXi4Td96XX0EpvkoLNFyFaDv9nvt+/8V7XnLy3j85Yc8fv3z3e9/x9te42b2uvt/Dd37Uq/7gJZ/f5VGvvM59nvP4pz30t1+/58/Pvv2l799fV9p0IA5Em57UlTY3qeiB7PoRnJGNP9yZjV0/bvpUP06w5Yf/le76IYotyNNt+eGf1y0/9Ixs/KEHsuVHcKCizU842/Vj65YfQSl6eTQ4udPW/T78k8GWH/qVL9qCHNyWH8F52fJDz8hKW/CV2/LDP+92/fBPysYfsuWHnpFdP+SvbPmh/8pKW5Ct2/IjOC/7fbgtP/QrX7QFkXXLDz2pW37osWz5oQey0rZxcP/ZgW754WeiW34E2crGH7LlR3BStvxwZ9yWH36crXt/nBKk0v0+/JP2LT801fxFmxQqos23WUWbf0b3+wgqK1t+6JncSpsf/36/u+WHfuWLNj0jK216IPe0zf5u3fLDz0e3/HBndMsPP4Ju+aFn5ED2+9Bj3fiDLT/Y8oMtP9jyQzb+GGPLDxln5i/agveI+gZUiLbj9t/3e8/bTZbZLj3pRhcdu9fT7n7Ta93i4DceeJ1n3uc21z346N87/N3XuOtRBxx68H9+457//oXN3z3tVr5oc+Pvlbfu06b/imjTA92nTY+daNN92vTkH27dp02PZ7rN26dNT/r7tLmy/H3a9KTu06bHotv0QPdp02OjaNPIek/bxvEVik33adOTItr0QJ8e3Ti+QrHNdmu7w4Z629BtW/dpc/brgVwe3TjYukmbHotu0wPdp02PY9Gm+7Tpt7JPmzuQfdr0WHSbHugmbXrsRJv+G4s23a1NvxXdtnGwdZM2PY5Fm56Xj1we1YOtW7VdodVsok0TimjbODjk1bJJmx470aabtOlJJ9p0qzY9qfu06bHoNj3QfdquON4Qbbpbm550om36K22yxqY268cttrkDvUiq3/r7tOmZTtHm9mnT+P4+bX65cuxfHvW/copN92nTr5xo05U2Palbtekxoo192tinjX3a5r9Pmww+CxFtTrcFpVeItv13/pOP3eraPz5ut0tPuvFPX7H7L1640w+eu8/Ptuzzyzcdst8dDtr+ASdd6R5bbnLzm192zkH//Y27n3fMvpZ72nQ4bhBtwfSwENHm2yArbfqvXbT5yWPRFq+06ea6mqqPaPPLdaLNP+mvtO29dWdd/dattDWItnilLRBtbrFNy9LNdfXYX2nTzXX1vKy3DSXa/Oq7lTajaPPTxpvr6rfBSptL4m+uqyeDy6MuZnBPm1+ov7munNcb2jSCbq7rjvUgKdr0K91cV48tK20SLRZt5ZU23VzXt1+PLaLN6TZN4vbXZaWNlTZW2lhpY6Vt9sJ4lXgqv2640yFP33vXHx557UteuutPTtzzp8fv+oaDdr/LTW+93a0fud2dnn6VfQ/Z7YY7/e2Lby67fvzX1+62yx4bl0clobs2qkNt/5U2zUffiKDHSdEm54PLo/aVtnhScddJ3bXR4OlRTWIXbbrSFr8RQfMZT7TJkpv/RgQtLngjgp6cvRRhPURb8EYErb5RtG19KUL2jQiaVfLyaPBGBI2ZvKfN/kYEySF+I4LmXFhp0wjujQj6b1K06Vf6RoSNY++NCHrGLtqCNyJo8sJKG6KNNyJsLLbxRgTeiDCvNyLIoDT/lbZh7mnbfrcjDt39Fp+87ZV/9MQdRLdd8qo9f/L8699tv9tddbf9rrfLnpt3vOZvPnS3//zmQy//zuHPf+A+17nRg+MtP3RQno9oCx5E0KItos3dzSYH8horTagvs9JjRNtIK23b7ma74jVWCnwOK23rLNoU8r2911jpmQmKNjWMe9p4jZW8w4rXWPEaq/m8xkrGHP8ZgmAjj/huMxe/+UGEwZ4elfdT3XKXA5953et94qb/6zsPvebFx+46k24v3fXSE/f6+VtvI+G3Xz3sN+cedP5R++6z992vd8ujLPe0FR5EKN/TpsO3+8QrbcGWHxozEG3y4lE/E/fuUT1ZEG3BgwgSuc+DCJK84Z42d4XUVaHznjZ3W5tLos8iBDBrL4+629pcPg33tOm7RzUH9+5R/TcWbYUHEWrvaXO3tTnjc5dH/WcRBnkQYf4rbYM/iCDQ2i6PxldIg8ujPIjAPm3P4+lRnh6d2NOj8dZrZdGW26ptTvu0iQi7+q4Pv93193/Gla521g7bfeO+1/zeETv88Dk7X3z8nv+yZVcJFz5up48+Zq/dd7vjNXd70PZ7PqF2c12dNa94Z/wKvjBeK6hPj26EgV4YrzlP4YXxaokv2mbvjOeNCMu5ue7sbfG8MJ4XxvPCeF4Yv/HO+HV8YbzMaG2XRztTFbb8KKSteBBhqwh7wjV2fvAe17vL5qvt+fzfu9Lbr77d+3a8yvt3vsoHdr3qh3a+ykF77HqtXe52jd0O3X6Px9lfY+Uv81yh2J5ytZusjmjzKzh7jHQ40ebnvMedtyxQtPmWyDOkiDbZpE33adsIiDZeY3XcJ3n3KO8ePf69f89rrE7/7JK9xkp0kvGjr7EyRg5EW0Oq7nePzqTYHkdeeZeHXeOG99vlOpt322G/G15zv+tde7+ddrj9da6/+Vo73fsqOz9o+90f6ys2/0GE2RMJW7f8kM0+NMjl0a1htuXHVW8iWs2F1RFtO27d72NbGE60zfb72Lrlhyi2xYq22YZtW7f82AjePm2stM10G6IN0YZo2/q2eN49imhbLtEmOmzUj77boLYI0xsRfCm23W5HbLfLw7bb6YHb3/D+2+94yHY7PuBKOz94u90eGSs2RBuijcujiDZ9kxUvjOeF8Yg2RNtyiTaVR9MMtpW2rdt/VIWVeWG8e4GVHhReGL/1XQgaeGE897Sx0jZTbIg2Lo+y0sbl0dPPvQTRNpQEzIq2zvvpiAABCEAAAhCAAAQgMGcCem/c7A3z7qEJ+/1xxIQABCAAAQhAAAIQGJtAdqXNfzaQYwhAAAIQgAAEIACBxRLg8ujsnV0ECEAAAhCAAAQgsBQEEpdHl8JujIQABCAAAQhAAAJrRQDRxmIbBCAAAQhAAAIQWAICiLYlcNJa/YygshCAAAQgAIE1IXD21o+9sog2RBsEIAABCEAAAhCYNwFVbFW6DdE2byfZBTUxIQABCEAAAhBYMQJOpQWizaLeBhBtmzbNtnkbO8ynlLFrsez5D+KFQTLpSXKeNsyzrJ5YSA4BCEAAAqMSyAk146pbhWiTucf/SK10NhpqTorz98H5ZfUp0U87rP05NwfWFgrtU6/aRha40ph8EAsHycQZXG42RqcYqx9ES3o2zmrY+raZSioIQAACEJgCgZw4G0W0JSs81JxUzicWW230h8rHXrpxah9Q/lpsa+MwiK8HyaSsnzoJDGKD0bODlNVZIyJAAAIQgMBSEMhdBh348mg89wSLRm7No41acm7Lre3p+YaCCittgf0uZnxQVW5yavfzdHWJDfCr6dNuk1y+2ckcYg+WmfjfBh5JJowbjJrUs+XEereqIoO0Jd+GXN37V7Oq4REZAhCAAAQmRcAiy8pxBrs8OoiMyEkENyMGs36bM5LSoSzmnLZoKNFVKpA4Sanh8k/ak5SPgSg0WuhbFdcu5pyUjLE9sTEuYRA5WRej8XG0XPMzVqSt3IJnfaQ5G9oKJRUEIAABCCwjAcsF0M44daItwBRM5LEOqMKam+/L819VEXFWvhwM7I9lSrM88o2MoRWEWtLgwkk7jYJIDSRyUFxSHiXVWyxSXVZBJm1gY6oN6rNP0UFaX56WBXqfQu0uJiYEIAABCEyHQKcgE1M74wwp2nqiWbhoK0tSJ2Vqq5mb2n2tVl6Mib9N6qoqw5pFm88ht9JWm7nm2UfKJKVkWX3G/KsAxu0h6aaCDbXFER8CEIAABJaawLwvj3bKmnipw853bqItmG4LgiknBeyVMk7tDaKtWUTGPsqVXtBeQZJAvVlEW45MFVtfeBWOy/Y0k7TIcURbm0NJBQEIQGBVCazOgwjuopIvAuIrTToRDr4w4xeUUzYNbagwtSdLjOuek8I9CeRKDySOjzr+KrCt03GxYo7NGARy0EKCUpzo7NOQkp51jTMWsoPUtAEOSSAAAQhAYCIE5rflx0QqjBk5DQeZKRPoo7CnXC9sgwAEIAABO4GFba47+CTkL7P1Wf8os5tPKUb/BcYYUw0i2ibFoariQeQFViQuutApBu8vfaCRFgIQgAAEFkVgwa+xWlS1KRcCEIAABCAAAQgsKYHOZ0XjelU8PbqkUDAbAhCAAAQgAAEITJCA5XlS32xE2+ivup9gK8EkCEAAAhCAAASWjgCiDdEGAQhAAAIQgAAEloAAom0JnLR0PwUwGAIQgAAEIACBwQkkRJuc4gMBCEAAAhCAAAQgMBECqv8Sou1yPhCAAAQgAAEIQAACoxGoWoTbvHkzom00V5AxBCAAAQhAAAIQyBMQEWbEo6triDYjLqJBAAIQgAAEIACBIQmoaLOstyHahuROXhCAAAQgAAEIQKCKAKKtCheRIQABCEAAAhCAwGIIINoWw51SIQABCEAAAhCAQBUBRFsVLiJDAAIQgAAEIACBxRBIirZNmzbFd7lxT9tiPESpEIAABCAAAQhAQAjEok0Um34C3dYu2r405qfsxe985ztS+Duu+Hz0ox+Vf3/wgx/4qdwOePIVbQICEIAABCAAAQhMk0Ag2pxii3Vbu2gTkTTe1sA5rJdeeulrXvOaXLnHH3+8S4hom2bTxCoIQAACEIAABHwCvmgLFFug29pFm5Qni1gj6bZf/vKXsUdFsYksK5foUrl1wGAFbvoNRQxOVn8+lgtk+TSU9etf/1osl78NaUkCAQhAAAIQWFsC83sQ4b3vfW+sokRayRVMmcItH4l5zjnnBOtnSaUll0NdWZLEKRsRGSLRNAeLy1VeVCkMlyTIX4ou5CMWOgJ2NSO1WOAlXb3mbMEYxNGV1+WSyFLTr3/96w2V7ZlEWq98emYyz+RCqa1VzNPIzrL4XdGJiAgQgMBCCMxPtMk4mLxeKWKutub+ul1y7vfVYVID+RNw8vKoqKhAZfr/OqnkX/lVTelyk8rqQpSU5Vc8kFmnnXZarGUlvkWNIdpqW05zfESbEd1qiLZl/F1hdBDRIACBpSYwP9EmmETEJC9ZWgRKQFnmBs2qU7TpdFu4jBiLNtF55aurSdEWJ5EzyfVF3+bCNdxOLIi2pe57GD9ZAoi2yboGwyCw5gTmKtp02SkpUxoulqkeSiqb3KVYOS8GBGtvsWiTh0zdSVkJ0wu4vuU50aZPpwYLilKoPsHq8pRortmJsJN/JXO9PCoxnfiTfMqtM6i+rPNJKbq8p5fVxHJdyZOsgqt77iv5Vix0d6fJecnEaVz915kh5rmV0eDyqCSRiqjxUpwk9I13WOQr9Y7vcf9bycTVQnMQy916pHxbvnyciywVlGylUGekmOFnJcfuKylOzXBV8FfaOtlKKa4FBnWRUlxlhZXfet0albYWvSrqXx7trIJEcOXKgXzKl1YLdmp9nakCxLUQIRNk6wxTZzluel7+SmMQY/zzzk7tX45zmW3yWx+pW97WDDtpO2LiC1cpOantTf5qI2+7d3PNpxaqDwEIjEFARJv9CYFhXhjvSyJXtgyatffU67pdUrRJVoWlsmBkD0SbDPT+JU5/Xo/lnX951KkQKT15ydWJudxNP3onjc/HLto0lVNmqhFl1lE5qHOkL8VUq8lXqt4cf6Xq5lFN6P6VmEnRpmuTTuCqMS6VXjXWzVZ0/vZFW/lbvRSuafVCs5SSw1KI7DwlxWlWKpddVgpBcTnl5771W1qZrRbk2Epkv23rv1qKCnSnFdR4MUPqKNGUs6+My1XQNu9coJkXbi8r26kNWGwQf2kLcT8h1E6/t6rY1Z6i3yo3LULBiiWaQ2Bn0MDKbJVe0Kq1TcZ2Kr0ybdXN6gvXffTnh/yrv8HkUzs0jTFSkycEIAABISA6rOqjm7fJgCapZju5SRZ6yk5TBvfkjVyFyTiXeeHeL3/hJJalbo6RnAOB5euwYEXBKNriPNV+t9jmT6UyH8iskATiJr9c9Z2SCBSbluXzVB3pBK4ud7ls9XZDp2CcklD96n8VaBdXEUkr0XyB6wwIinZzuWrctm+DZTytSC4rjaxu9ROq1NC0uozqL6j44kMd6ujVsnU8c6X4cif4ERKLtlwVki4oiLa4DfgKUurrN37f8pizL39j0RYsjsZ2SlN0irDMNvhW26dvp8BxvwcstP0W6wPR1uIvBtvHN2JCAAIQGI9A/OaDwplhVtqkMrktOWoflNMLl2U6+jNaJoZg7c3NjgXRFsygg4u2mIMuabiCylVTJRErNhVtwYTtZEewlqZFCHmnYNyVLMGr11X1K53JnLLxi1BhJxHcR61yeshfq/BnRJ3j/bnT/1bnXT9b/Ta5vFqOHE/DvryQKge/GcqiLcfWCRrfZr3KJiiEiRz7X2kp2oaDEtUvsWjzG7yfxJdccdqgIZXtDESqc70r2pdZqpNcq4hFW9BDYzv9HArtttyqtYK+l2tpl1GPNwSTMwQgAAE7Afsama6uDbDSpsbpSB1/gluv7DXxYyYvZ4gycGtd/sQfSDH/aQn/8pnOZPpxosFflvMnpzimTjl63k357ox/z5BOe/opV18iqBINVrnK01tyFcGfa92x3r2k6xn6bgkn7IIikq5U+2MtEos2v5rxt3HmSdHmc/OTaOSyaIu1Qpto89uDb4N63G9+/reDiDa/WXaKtrKdnaLNX9AK9G6naIvt9F0zoGirpY1oaxtsSQUBCMyTwLwfRPDr5m+Q4eYwkQX9b/uV3ERwxNLNL9Gpw1hg+WtyGk2ES+eDCA2iLantakWbxg/0ZWHy0zkyflDAaURdhpFozhd6S7sU4V9U9YuIZ2LnaItoy620JRefct2jHHk+K21JQewMjp3i12WeK21lOztFm0TQtVUV9P4PLYtoCxbUxxNthavDMW1E2zwnniUqK/eLdOLnl4hwwdQFQp4swEWKttzagyw72TeYTZJ1npasZIaQAVo+/n1jhXvaJMOkmowXb9z6jX7VINqcOtTHLSUHXc1yZXWutOkykgpKX7eVVyziS1T+EwY6JUsO7k4j9wSAv8TlF+FfLwts1lUZXyP6k3T8NIm7yin56LfGxddy5LJo0ync/7XgLu9qdXxV2sk2ENCBfs3d1d5TtKkLXMfRO0cLqsW/ES1uZoEKT9LTu/j9riT5dIq2+Eq0f2l+wJU2tcROG9E22VlqsYZJK6q673sKke1X0BbLtrP0RcGfMsAFi7bcjmi5aa/Tx26KLSj0YDEvXu4KLqRqBF9LDXV5tFMdGkVbrNvKk5/OZ1oLfWIjEJ16xq2IuCdq/SkwnuRkPtYIujDpnKiPfOpXbqsRp3H9J/UkT+XsvtUzTreJrtKb55JkCpHLok0ljmpZwSIGqxmuFLtoc2xVP+mDJg61ZKu3tWnO/o4qPUWb3h+pj+aoDJJP51KTRI7tDESq/BvTc49IB121U7RpVu7pBL8pSkEDijb3RLORtl+01k7XlSWfnr8hjaMW0aZJQHXDYm1ruPd8sQYPVfpQ8FcJ4IJFm5sPYo3lL+rUtgCZ4+MnD1R46U1afoaxaNNvVXboUK5zWxyz5z1tUkqg21Q01K60qcGalU6i5ckvKNdXRa7uwcpTvJYWFKFPLTjLdRlGcxM94b6SA7XTF14S03H275fSKVNVnfs4/Re3ikLksmjTgsQwMUNqqluUtYk2ySpYLtVlVIciuNfKXXHuKdqUs7ZY1bXlq7FlO32R6jppoJV1t47gZoZO0aY9y/8J5F8tHVC0KRA77aBovxvmfiTUjkvEX0YCQ+mGPnW3L/yotfb4fayaQ9qh4NuBTB/g4kWbTh6xaIvng4YmIjOxDLj6qdpsKb6vbrxB3BnZUME+ScYoV7gJ6uRdieqFToP18mggrJ2pljWPqsg5e/TZw05rCxEKrU6aopFGHwNUH3fm0NA7OvO0RNByLQ615FaI00xbE/a/xban/SRfLIGhdEOfWjTM032Km07aoeCvEsCGuvTdpy3ZINwO6b56ix+KnFtjEjP0Vmu9tuWb5+70mpsxq12QL1/kWG+nm3+VZTHMTc8qHPus9c7ffilRzHaXp+PlzIWYtKqFbtr6cbU77AavkpD7d3AIftFB5hdd9F/HHPN/N236hYTTT//Nr371331K13wKOeQsUSAufObMb9rN+NF3Ljv9uZ+WtGef9pVyqsALfuTgq4O3fi677DI97z7HHHOMnCyXktMNLhOXPKDh/o0p+Wd8e3KWNMzTBRp2Xyw8JqItdkFDYxhFtMkPbv/impNuC5m/BVNy5U8vsPLLe9ieHKyzisfnsPoSVyG4jmZZoxqWQ//c/EYbX/Lunz855KbniYi2yy77L9VqYueFF/6nHIuA6+O1nqJNi77waxcLH7tuC2B26rZkBF+0iTJTxSYx/fMXXXSR/HvkkUc2iLZAdWkODaItlyQwqWGeRrT5BHoC7NOJBk/bUJdRRJtULLfj7kIWPPTeIP/OG/lXJvKqa6yDe2tVM3QXsBaLV6/tzuea3UiudDcDjJQ/2San54Jo+9qnv3/8Iz8oEeRA02pkWU866xVflK++dd5FImvkQIKc1DgSWaO5VMEcnHSEyDWRWSLdgm9Ve51wwq9Vw0kEOdaTRx75f0TebRUcs38vuOC3Bx/8v53U05Oyeifx5bx8G+W8bbnR/yoHRM/LEprUPVlTf31OIvzqZ/8uMV0q+ddogBNnJ5xwghxfcMEFznHxKlfSp66g5GJPcomxINqMheZWLhvm6U7RJipW4ahyvfDCC7c2g9lHcKnSddwkpsSRfx1YX/6642Sekm2cXE6effbZmlAOkt6Rk6y0xT29oTGMJdrEOH8vNLdsYLkRirkEAhCAwNwIBJNrTqOIIJOvRJPpapP860SbHP/7v/3GKTORI3IslwUlgkslGs6lsog20VXJq5mqvVScyUc0mR7rypykcqLtrLP+4/zzfysn5cA/qTFF4Rk1U1m0Xfz9n2s+yZr6afU6qcRUPk7qOTNyKkfVwFlnnaUHsqgWywJdaXOKIdd4VlW0iSxToaZXjUWiOdF27rnn+icV4/nnn+94upgB1WSeyeRShOapQlD+DfLUnI3XprUZ+Doy8GaD0JnbYFJbUENdRhRtYn3wqKBxj67aahMfAhCAQDOBpGgLbuSSzJ3mkGOnyXxRkjzWlTm1zaXyTc0rlW23oKlQUw0XX+WUxbOzz/4Pd/dbECdQcldMzIn723KW+PVSZXbeh/9Bq+OqJv8ma+rH0Qii1dwaZOCysmiTb08//XRVb7680NldPiIyfvWrX5WbgVE3qGhIuslJChfHxcwlKWsOZ78e+PtZJB9+zKkZka2iWQWCi+DHdMei53yDY4Xkp4rzTCYPTuYuUncq5qQxsUMDoVMLsHmgGCPh5ESb2/9JvLWM9xWN4STyhAAEJkUgKdqchU52JDVZp2gLxJ+vcpzySNIIVtpyok2ucuqtb7p+Fgu78kmLfAyqoIotFm3Jmvp8RKupbpPgXz52NpRFm97HlhQNcl7WmSR52z1tBXEW2za4aJNp28mOYAcyu2jTJS4Rte75DNWURn2WjFmbpy+ekk06J9qChH4zSDaJWOhUAZzU4DMt0aZ7nOqF0Z77606KMsZAAAKrRMAo2vqvtCWh5ZSK3tMmq2hXaLv0Spu/8JbTZ/410yA3u2iLjS+stMWS152Ry6ki+1S3BXmWRZtG1nun5EpcIErif+26oUG0aXFXwAwPgvOBJcl5OlhjU/VmF212fWZfabMv1Pl5FkaGzpW2mJtRtKnwDSRvDuCkxq5piTa3s0b/N1lNijLGDEXA/TwaKkPygUADAaNoK9zTpoUmV930KQS5DU5v5Ip3vsgpFf/p0XPP/X+5lTZdkJPIevuav9Imt7LpOpx/T9t4oi1ZU5+JPoUgHPT+P73nLymY4vOOklwAdStqvqrQe9rkHvlyA+jUDbEUyymzYUVbLDiqRJvKJllmEznrsCRVV/KmNFmh1OR6d5pWLZlnMrlT0rrOp17wS1eGRvh+j7CLNjvAhiFivCQTEm3ubrbgbYa1lXfzun9Qm8kc4reZl6ydL2UK1e+TNhgog6zmgEu7dLJjz6d0SoGAI2AUbRJfnx6VEDw9WhBtLlVSsbmOkHSHv0+bPPKpz3sG97TpI6IS5La2QLSpjJOEV8iO8Ca5WBslzQhW1Fyc+Lx7utZpUz+OaDXZK0TPiIBreHpUi9bHJPV6qP+R826ftuRkn9MNbiAKUiVH9TjnQGT4A3iSZ8M83Tliy6VM3b7OPcUZjK6+hIof/9TkIt38q6vJPJV/8PCpnJRyVeQ53WwUbTF8RFtZgI7yIIJ7brTnRmix1+Mz9rmnT9pCKX2M9NNajv1+aIkf2FYgUAunNn48PeRGVbtDiQmBQQgstimOUXr8sIIF1BiWWMp1ceZgwFC7TlTVK4jcU7T1KVrSirTSi8u6Ztm5NhkU1yf5UPAXC7An//6NYXjRpq+b1I97S2NbPZPKoLlj99QZuSr0FG3+gJX8hZETXvHPu3jsQ7S1NTxSrRWBkUYGI8PmAa34S7Lj5QfJtGNYYoTg/xy1J2mIOZRuaCjaJdFJ1/gZ/N2jskKpF0NVsXW+QyKoaZ/kQ8FfLMA+ro/TNgjQgUWbv6du/310tWElhxL3lX4bxPS/DSIkdYx/0s8ql21OacXnC7kF/ivXtFxin7Sacw5LzNY/0wYz9k6QZ5JMXMegDQzbl8gNAhBYPQJD6YY+ZESHVX10Xl+Bz1Dwq+gNrnqHdcSCRZs8LureOtDncVF/F/vCxBwrhpz+SJ4PlEpOt+UUYS7P+HxS+cWO7yO8+qQtw3GKOanP/FrEAP2cfekca0Q9U5CPOaplLwzbu8gNAhBYdgKiG5I3DE385LJjV/sXCH+yABcp2vwNPvq8Y1TW6sS1wRuQktKtLNri9bmy7MhpjlhhFGK6lmHPLZkkFkPlVaWyaLOsSOXWsXLmNcPslFkWdJ0KcrJdFMMgAAEIQAACSmCRom2oDT5kD15Zrkt6NFiy8uVUINGMIi+4TmdZ7Ak0nGWJy6gwLFnlGnqftDkVZZdljknAs6DPchoxcLFdjMYanUEBAhCAAAQgMGUCCxNt/gYffV4TrhdY3UKdfbUsOWeXFUBOEJSX1jq/7YxQK7AKdhpX6SxNdtiVNr/EpP0FRVhYaeusr6WmxIEABCAAAQhMgcBiRJv/Yni5uNkHhDy74L/wqlNJxApJzyRn987cGlbacgbkbEjGL6xIFeJ3CiNj2lzpVSttSalaqJdRtNmzZaWtT78jLQQgAAEIzJ/AAkSbr9h6vg9enj/Qp6BdPvHly861NzfNB8tsvoCIFVW8uuPO+DYEmceyqXzVr3/yZJMKLAwEa+dCXQw5tjNZREw4jlZOmHNEUtJ1sp1/f6NECEAAAhCAQDOBeYu2ATf4kDU29+SpqDc7ApZY7KyICQEIQAACEIDARAjMVbTJvWtOZsmBqK62jzzB4PLRlTYjzeRamjEt0SAAAQhAAAIQgMACCcxPtPkbfBh3djZGk7fLGwl2Xvgz5kM0CEAAAhCAAAQgMGcC8xNt8oCnUYTVRpOFtzlTozgIQAACEIAABCAwZwJzEm1ug49aQWaJ3//lV3OGTnEQgAAEIAABCECglsA8RJvuyjHep+ophFpAxIcABCAAAQhAAAJTIDC6aPM3+BhJt/XZm3cKPsAGCEAAAhCAAAQg0ElgdNHWaQERIAABCEAAAhCAAAQ6CSDaOhERAQIQgAAEIAABCCyeAKJt8T7AAghAAAIQgAAEINBJYHTRNtJ9bGQLAQhAAAIQWAiBzpmVCBAYicA8RNtmPhCAAAQgAIGVIKCzJh8ILITAnETbQupGoRCAAAQgAIFhCSDahuVJblUEEG1VuIgMAQhAAAJrTQDRttbuX3TlEW2L9gDlQwACEIDA8hBAtC2Pr1bQUkTbCjqVKkEAAhCAwEgEEG0jgSVbC4GFibZNmzZZ7CvHGSSTNjPiouWMflyG/png22bL+yRsSxtUqg1XQ6oqnsn8XQ5VVaiKPHb7zLmszZUNXiAJBCAQEEC00SQWSGC5RZsd3OCTXJBhoNV83dZ5bK+FxOxTkea0zQmrquZHruWZKyiXz1Bia2wyiLbmJkRCCIxEANE2EliytRBYjGgrLFPFK1VajcIiVjDZ++srftp45cZlm/yqgK88VSf1XLLKFg/lpEyhaj6r4NivcpJbUhca/VXg2bbo5eoYQzCqpYL4KzjdWN9CpXKZx43Tb9tBI09W36EwEqhtY8SHAATKBBBttJAFEpiEaLOsWiWnqELCQHw0JB9KtCVlUO5kuSm01delioVvLAssuiFnRu15Y7vvo3eToq2MMXaNpX0m61LlL99NZaVeFnNGqkSDAATaCCDa2riRahACUxFtnYsWlknRLVrEyiO3LJFc+egkW1jksKjD5knXuAKUE6xGURVXv1xuIIySi0xtnPvr3cLKVsGkqvraxb1R/HVqyub209mwiQABCHQSQLR1IiLCeASmItrKM19BchmnzILMcjlY4pTny4Ji67NcZLQwuark656hRFtPVdGTsyY3ZpJcvupMW7VCZmyBsc2d/mpobOONFOQMAQgoAUQbLWGBBKYu2pKTbk7E1K5kGMVH7J7OWT9pYXNxfeqr60lu+k8KhU7DymBzPuo839Duc0Inl5Wlvp3+DTIxiq2ySgu+LdQr19jsjbCBM0kgAIEcAUQbbWOBBCYh2nQC8z+xyPDFRzm+yyfAGp9PFmpxRnK+DCz0jQyOXe0sZflxYvEUQ/MVnsYP4iT55PLJIfIzcRXvjBwjKhCo5ZnUXnGz8ZuWvUkk6xtkFXgqibR8sqqdINpquw/xITAIAUTbIBjJpI3AYkSbTk5tFk8kVU/7m5M3J5wIN8yoIpBzN82gCiORITAgAUTbgDDJqpYAoq2W2Eb8nrNmc/LmhI31JNlCCSDaFoqfwiGQIIBoo1kskMDCRNsC60zREIAABCAAgTYCiLY2bqQahACibRCMZAIBCEAAAmtBANG2Fm6eaiURbVP1DHZBAAIQgMD0CCDapueTNbII0bZGzqaqEIAABCDQkwCirSdAkvchgGjrQ4+0EIAABCCwXgQQbevl74nVFtE2MYdgDgQgAAEITJgAom3Czll90xBtq+9jaggBCEAAAkMRQLQNRZJ8Gggg2hqgkQQCEIAABNaUAKJtTR0/jWoj2qbhB6yAAAQgAIFlIIBoWwYvrayNiLaVdS0VgwAEIACBwQkg2gZHSoZ2Aog2OytiQgACEIDAuhNAtK17C1ho/RFtC8VP4RCAAAQgsFQEEG1L5a5VMxbRtmoepT4QgAAEIDAeAUTbeGzJuZMAoq0TEREgAAEIQAACGwQQbTSFBRJAtC0QPkVDAAIQgMCSEUC0LZnDVstcRNtq+ZPaQAACEIDAmAQQbWPSJe8OAog2mggEIAABCEDASgDRZiVFvBEIINpGgEqWEIAABCCwogQQbSvq2OWoFqJtOfyElRCAAAQgMAUCiLYpeGFtbUC0ra3rqTgEIAABCFQTQLRVIyPBcAQQbcOxJCcIQAACEFh1Aoi2VffwpOuHaJu0ezAOAhCAAAQmRQDRNil3rJsxiLZ18zj1hQAEIACBdgKItnZ2pOxNANHWGyEZQAACEIDA2hBAtK2Nq6dYUUTbFL2CTRCAAAQgME0CiLZp+mVNrEK0rYmjqSYEIAABCAxAANE2AESyaCWAaGslRzoIQAACEFg/Aoi29fP5hGqMaJuQMzAFAhCAAAQmTgDRNnEHrbZ5iLbV9i+1gwAEIACBIQkg2oakSV6VBBBtlcCIDgEIQAACa0wA0bbGzl981RFti/cBFkAAAhCAwLIQQLQti6dW0k5E20q6lUpBAAIQgMAoBBBto2AlUxsBRJuNE7EgAAEIQAACl1+OaKMVLJAAom2B8CkaAhCAAASWjACibckctlrmItpWy5/UBgIQgAAExiSAaBuTLnl3EEC00UQgAAEIQAACVgKINisp4o1AANE2AlSyhAAEIACBFSWAaFtRxy5HtRBty+EnrIQABCAAgSkQQLRNwQtrawOibW1dT8UhAAEIQKCaAKKtGhkJhiOAaBuOJTlBAAIQgMCqE0C0rbqHJ10/RNuk3YNxEIAABCAwKQKItkm5Y92MQbStm8epLwQgAAEItBNAtLWzI2VvAoi23gjJAAIQgAAE1oYAom1tXD3FiiLapugVbIIABCAAgWkSQLRN0y9rYhWibU0cTTUhAAEIQGAAAoi2ASCSRSsBRFsrOdJBAAIQgMD6EUC0rZ/PJ1RjRNuEnIEpEIAABCAwcQKItok7aLXNQ7Sttn+pHQQgAAEIDEkA0TYkTfKqJIBoqwRGdAhAAAIQWGMCiLY1dv7iq45oW7wPsAACEIAABJaFAKJtWTy1knYi2lbSrVQKAhCAAARGIYBoGwUrmdoIINpsnIgFAQhAAAIQuPxyRButYIEEEG0LhE/REIAABCCwZAQQbUvmsNUyF9G2Wv6kNhCAAAQgMCYBRNuYdMm7gwCijSYCAQhAAAIQsBJAtFlJEW8EAoi2EaCSJQQgAAEIrCgBRNuKOnY5qoVoWw4/YSUEIAABCEyBAKJtCl5YWxsQbWvreioOAQhAAALVBBBt1chIMBwBRNtwLMkJAhCAAARWnQCibdU9POn6Idom7R6MgwAEIACBSRFAtE3KHetmDKJt3TxOfSEAAQhAoJ0Aoq2dHSl7E0C09UZIBhCAAAQgsDYEEG1r4+opVhTRNkWvYBMEIAABCEyTAKJtmn5ZE6sQbWviaKoJAQhAAAIDEEC0DQCRLFoJINpayZEOAhCAAATWjwCibf18PqEaI9om5AxMgQAEIACBiRNAtE3cQattHqJttf1L7SAAAQhAYEgCiLYhaZJXJQFEWyUwokMAAhCAwBoTQLStsfMXX3VE2+J9gAUQgAAEILAsBBBty+KplbQT0baSbqVSEIAABCAwCgFE2yhYydRGANFm40QsCEAAAhCAwOWXI9poBQskgGhbIHyKhgAEIACBJSOAaFsyh62WuYi21fIntYEABCAAgTEJINrGpEveHQQQbTQRCEAAAhCAgJUAos1KingjEEC0jQCVLCEAAQhAYEUJINpW1LHLUS1E23L4CSshAAEIQGAKBBBtU/DC2tqAaFtb11NxCEAAAhCoJoBoq0ZGguEIINqGY0lOEIAABCCw6gQQbavu4UnXD9E2afdgHAQgAAEITIoAom1S7lg3YxBt6+Zx6gsBCEAAAu0EEG3t7EjZmwCirTdCMoAABCAAgbUhgGhbG1dPsaKItil6BZsgAAEIQGCaBBBt0/TLmlg1D9EmZRAgAAEIQAACq0FgTfQB1ZwggdFF2wTrjEkQgAAEIAABCEBg6Qgg2pbOZRgMAQhAAAIQgMA6EkC0raPXqTMEIAABCEAAAktHANG2dC7DYAhAAAIQgAAE1pEAom0Fvb5ljp8VxLegKs3RaVsWVMWWYueJhbJ8Ai3eIg0EIDAyAUTbyIAXkb2MvJvn8uHR9wHdi9eSMOeGZS49ZmkKKXRti7QdsF+QFQQg4BNAtK1ge9B5bg4VQ7QNCBmvFUTbgJzXM6uqjTZk9CiLtrL2ZFhYzzZGredDYFlF26ZNm+YDaBlLYfpXrw3YSCQrP7fanC3x8RqibbzRxi6ktB12iraCqfayqupb6ESW/lVVFpEhMFkCo4s2ne2SnarwVScvemkB0WKnf+fWnN87nTtUhGEbyQqLtsBlw3Lr6c25Neaedk48ecNAn6tRwSPacmLRNkgDQ7RNvI1h3nwINPRlSaLddpOfuGBuWbTNp55rVUo8qo40DSdH5wD1SEUnHTpqWUNlnssn8Fr8k6bPjxwfV+C12J6GmjYkMXbJpERI/jBo+LVQ9ZNyPI8YUfSJ1jDQ14o2N86P0cAWOKr0wU5aCAxOoKEvt4g2sTsY1vXf8cb6wUktUYb+PDfUTJ+sfuforKnm5uVRCxoqc4toi1f1+qzzBb7r9FpDTRuSGDtUTrTFyZMjTPnHpPu2kDYeqXJnjDVaSLSGgb5TtAVtEtG2EM9S6LoRaOjLY4m2zh+yblDwdYA7GXwbDyhOQLivLGn9BpGzUO2Jx30/ftl43zaLeYXKSlaLWmnLzdxukour5s+ayUoFPvKzKgOvbSRJFwTej+d4YxMKKp6sae6q0+ASoVO0xSiClu/+DdyRm8X9DlJuunE/QrQNMic1DPQW0Zbsj8YG5lpFcqxOjqhBy/S7VfxVoTUOgpRMILAQAg19eSzRlvzVG3S8WHgFgimpjfz5Oz5OKomc/nAGBGojOJ8z2xItpzZytbDMc+XqNLc84+gcj61ljwRe7kyeaznJySBuMJ0NL/ZaVc6Bg5JaU4pYlGhLzp3Jdm48aWmohX4a8EG0NXdPP2HDQJ8r13nE1+6+1wr3tOXyLHSo3JhfHoGDUTTZxwcBSyYQmDOBhr7cKNqSvSgpJuJZLZgGLFP+gHFilyQ1WW6YCMYL99u0ED8pU2IInaPq2EPVIKIt6e5kZXPYc9XsdJPFBcnMq3IuNEXfg8n1UbtgtQ8chYf7Cvoy1yYLSi74ygItrkXnPW3B5O2URCeQcnPyFYmvGwK5aS+u055RIwQDfaC35FsXqp4eTVbf3sAG6VzlsSI3vIxKm8whMB6BCYm2eJQsaA7LBDBUnOSsYBluklNgTrQlf7bGotYySUzz8mhOuwQVt4iDpNaPx+6qBpAzw+Lo5jhl0eaLnk7Bah8jCnNqToHFM19Z3nU2Znt1mlfafKWlbcN1Pb8PxlUOSCb7YGccuzvmEzMe6J2PfMXmfpEXGkn8xExQBXsDS475Vd026b4gh2RrnA92SoHA4ATmKtr8oTPobIVBPB5hc9P/SOdzM1n5/CATeU6dxAKlPP0X8unTpMZYaUtyC06OJNrKKGrnEkv8KYi2sihJ9r7YRxYRVgtES+kp2go+tdic7GgWGdenW42RNjnQS0UCxdYg2mJrO4eFsmi2tJP4V0Ru3Bhp6BvDR+QJAQuBqYu22g7cGd/94LZLMXtMV3qnGfFkkExiGZuCGiXnuZFGruTNK0Gzy9WrE5FRmfnFWXA1KPuGBmAsRaOp2cEzvwWd2tObxjnVMgsmG3yu7p0e92m40hci2mJTLWcsA+6i4jQM9DlTxSOx1AvOFHqlax7G9pBsh7me3jmK9uw7i3If5ULAEWjoy3X3tOmclOwqwVfuXxffT+hHrj12k66aEeTvn4yPg9HHN9JlVcghN7jEoi3ILf7XPxOMTUEpi7o86nPO+T3pXEvdcxoi6MxVzo2NLJtdbiqWZhk0xZxoK3u/5/gVi7a46xUm3aAL+H6Jm6U7Y4QTjxWd97T5RdSSiYegoDqFGiV9VGvA3OI3DPRD2Ra0riTSqm6bHM+Dvhk0pFy/HqqO5AOBuRFo6Mt1om1uNaEgR2Bum8iX7zgeySOBQh2plPlnOwWvJWu9WOBzwzJ/j8+zxIaBfp7mURYEIGAk0NCXEW1GtguLNrd5bv6ibbECYlSPTsFrcQUXDnxuWEZ17sIz11Hb+Cm/e3ThdcEACKwzAUTbCnp/bvNc+TGx3HW0NuLxhbO2fCabaiJec3wmAnxuWCbbMAYxTHRY1afzCdBBrCITCECglgCirZbYEsS33CnceSuxMcIS4FgSE/Fa0lHzxGJs82sSbUn6DWZCYL0IINrWy9/UFgIQgAAEIACBJSWAaFtSx2E2BCAAAQhAAALrRQDRtl7+prYQgAAEIAABCCwpAUTbkjoOsyEAAQhAAAIQWAIC8hjQUFbOVbRZHjgfqmJrko+PdE2qvIzVXHY3Lbv9VW1m9Sq7ejWqcmghMmSGIrkmT+e0VXPYR+DnLdrKj53znLm9C+lw4/PUM/YciDkHAsvupmW3v8rFq1fZ1atRlUM75Rrj51A829TMmqRaetFWaCVTE22TffmJk2s+TB2ABumEE9mjy1iXtXVTFR9jZD/a2M2swaTxkqxeZZeoRoUBZ4ztnZeITM8GP7excU3kV1s110i0xS+tS77BMG6XzQn9HjLGYNGzB7rkuUaQU70BEIsZ9uo3025OuHpuSqKwuMkYx+7NWLTFRcTNrPB+SaOFC49W1aeWor72GuV64jydkmuibU23bHkzGcm23FULk1Fs0titaAx0ObBtamZNUq2XaHNNxG9/7jholMnzVQkXqwaMfazcApITatDTLAVZ4mi2ScL+edzkxnrniKHcZJxWcz4qJO/ZzOztx1iFUaNVVTauWkNlG5JUEaiqUdCL435dVbQxcm5YMCZvjlZLJoZTbgBVzWNUCPPUwRb55USqJXJzHF8KFzIJFLPG7HkyVxyibZtKyHWPWhmxkDEr+cPLMhJVDTrN/dY+qTTTbk64dNraHwvU+JUXbck+ZWneC4nTs0/ZO4urXUOSKjJVNVqIs0bVKwP+GrGItsJv1DLbKoVX1QAK5Y7R9jo1lhTq4vjHZV3VmW0QIci5s6By/ILNVQWtkWjrnJstLT7ZQDsTxrOs9gH9+COv/uvOxwf+t0HCOKsg/2QvrRqOc/0zZ3Y8qfi1jgkEFrbRzo0vK+OmuDk1iLZc87M0OUcy2bD7N7PCz56kecne5J8sd6hCZ/R70EiVLfSpwOwcdsvwYnHrgNIkqFRseZm5WpLzmj/aBMd+QbmhMpd5PJwOPn66oqsmo2BgL7gpN8RV9Rpjd/AxNvSvXJ/VbDvVlZTYGaeswCzJg1I6Cy3H97+1x4ztRLRt6wK5gaaqgxkVQ64f+q0/GFyCMSg51tu7t6vUgKKtYGGhvlVjUIy3k4M/FvdxZVAFN1ssxE3BdNIp2gptO6iIT9jitST/2KdVzazs5WQfib1c1cWC5HHaqp7VUNmkPkgW2nkyoOfi+0UEx4U+qF8110gLqm1Isc3+mWSPjlt4nCS2JBknN2IkKdWSaRjB7G2v3M3jIauTpKXoHPmyy8o5dyoqSR7HcSf9g8Jx8JX+q43EXd/0SwnO+zHL8eNvA/vL/wY1RbT9jmjbGGB+d5SxzPRVCYNWnpsmnRro7Fr2CFXjTqcUqJopG4yMQTld6IAnazRIwuV1U5lScmTPEev0WjJhz2bWYH/cSXOzQmFicz2x4PpOfVNWOXGfCizvNLvKU7mxpTxlDuK+3LCZLDrnlLIjCrXoxBiIJxd/bDJji7bcTFRu9paWn+vplg4VDCOdxnSKNv+Osfg6qWogp4SS//pCKojp0rrzgepSyBYp5rsjqf9cJrmYrLRtNJ7OgS83NA+SsDAStQ1SyY6a62Nx1US5a8vwv4rPxMNNm2grDBCBbYPQTsoOi3+X1025CUlr7bcWPQ7OVwm1MZpZoaVZ5jw1KTf7xhNGAKRAw8dVVm/2PhXnE1uesznnqVyNOj1bqFRVjcqtIumgTpurJn6L95NxcgmHImNpwLk4habrGq1lZEv2r9gpQZ45n8ZW+TYkR5vcEOQSWkRbTqvFci0puZwNyfjyrX8+ziEuvRC/sCiYXKIrV5+Vtm0NzDL9DCIjhlUDluGpPMEku0oySWe/NRqTGyCCQgehnZyoLEPb8rqpPDF0tnMXweLNztxi1P6QZHFEuVWU3RTLrPIcU5ZQnVNjQ2UL9js/Nve7YPrsI9rso0RBE/gALfKoMAJ0aoXOyhaad9xsLEOopWEPKNosbTU3+uVaXdWgl+wOlv7VOWgMJdoKgiy57qVazbLShmiTbVxnsKQRJBd4kh3G/fIrOLhqSuhsScnBKHfSPtOUB6/OibMzgmW4scexzDFxZy6nwk12/saYtW5KtiJfvS28meWmn6ADdkoBC5k4k85sjX6xTLQNcqSQxHdip45prkV5uLMolXIL7JO/pemO599OjxvHxubpKSmtjL3GgqVTpXV6Nq5ap2hz6ipY35LzgfCKFVictjMJK21CQFf4FIUeV4u25vFF/Ro3tfhkPFKMmjA2zD+TO9bu53/8odnS1WtJlovTEgvW5gaROdNODqYW/07fTZYWHsRJth/nx/jAb1edHae5gRl9FLS3oP375iXJxMljGjk+tVUr1Khgm5+q01Ouf+Uq3tk3e1YqGB9yrbHTuTkgsQT0q1wYfBqG054ocmOac02SVbLQzpG8jCvZSY3dIde/4onGnmE5z07RplJMP8k1Myez/AjuOEjrny9cS+1cXSsbU7bTUmVfMA3VMv3FMstl2cWItqFqSz59CHSOQX0yJy0Egga2vO1teS0frxGOx2Rlms148OeQs13BBDED2dScz5QTLvE9bXNoOhQxEoHxxtyRDCbbpSOwGrMvPSW5IDdea1yNZjMen/nk3KCZ4lW3hkyWIgmibT6NkFI2CCRX6aEDgTEI+Neexsh/1DzpKUm5NgcVu9TNZtQ2ObfMl0I8LcpIRNvc2iEFQQACEIAABCDQQUB0CZ8CAXkIYKg2xD1tQ5EkHwhAAAIQgMDaERBFwqeTwFDNAtE2FEnygQAEIAABCEAAAiMSQLSNCJesIQABCEAAAhCAwFAEEG1DkSQfCEAAAhCAAAQgMCIBRNuIcMkaAhCAAAQgAAEIDEUA0TYUSfKBAAQgAAEIQAACIxJAtI0Il6whAAEIQAACEIDAUAQQbUORJB8IQAACEIAABCAwIgFE24hwyRoCEIAABCAAAQgMRQDRNhRJ8oEABCAAAQhAAAIjEkC0jQiXrCEAAQhAAAIQgMBQBBBtQ5EkHwhAAAIQgAAEIDAiAUTbiHDJGgIQgAAEIAABCAxFANE2FEnygQAEIAABCEAAAiMSQLSNCJesIQABCEAAAhCAwFAEEG1DkSQfCEAAAhCAAAQgMCIBRNuIcMkaAhCAAAQgAAEIDEVARNsW82fz5s0SX5PI8SZf8RkN2rRpkzFmW7Sx82+zilTrRoB2uG4ep74QgAAE5kBAtFfVZ8lEm8yd+hGUE5lHfZPKDnYx/QOtSHBG8+kff9gGl7OzrRTnR0vyHOSySbkWEufW6cQgq0I7LGSe9HKy+sl6dbYTv80UqAbG+x0qeZzLqtw+LW5deBy7R5L90Wi/faSqssfiYmPRteV29hcjGaJBAAJusUxQGI/bV9riEcE4Rhj9FM+ULmHVlB8XN5Sdfj6deboIhQNfjNbGD4Rspz1GL/jRqurbmb/RwkKhuRwKk0q50SYztLfDpKlld+dEW+f5HBYL1UJa/crSv4zts7MZLCpCwa2d8IO+1qlrLXWstadQaK7PDlKvYQcBCxniQGC1CRi1mqq6Xitt8SjjJkt/QHfTgHJPflU7WQajkptjgtnatycoNzmv19oftKRgwsvNfLW6wR4/QB1o3MCeJDT/ZOCvgiiMufkTv5GD75Gkd+KZsixQytwsE1hMoDBbdxZXttYy0ebmy+T5wL+5/IO0QRu2jJW5isd+T7YT11Qs7dN5JNnTg+GlbHxgtt07yVZRKMuYc097/M5uaUvN8asyt7Qf4kBgnQlUKTan21ruaUuORLmTsZrxB1/71FgY9OMxqDAIWox3ceLJz1UnKdp8vZKc48uze+fcbxFPhYE1OUkH8Qv+quXsY8zhSs4fRg7B5F2eUXLtJ3BZ57SUzKfTYOPknRMxFr/ndE8ybdyM/TNV1saejf2e64/lfmqnmuunufmgj0iyw0mOAEmT+thj7O8Dlhu0tHWedKk7BHoSqNJt7SttFt0TqLHyOF47ZgXiIzfxJyf1nPH+ZFywNp7tcjW1i7ZBxEfSsPKkGLe2csVjOwNoFr8kZXpBlFhmvs7ZvZy/xaTynNdpQNVM39yeLfxz4mxA0ZYU9+X+FbtgkH6KaCvPKLUDb+dPmp4TGMkhsFYEqhSbkGkUbbnpp6zk7KLNMr0lx5pCwtxklpwdkwNTYH9hki6X1Tm7B03WHr/M3z4p9lHbuTHdWAuL7iyLp4JDa9tAVTvsrKAlt4KGLihXu1DzPRuj7uTTQD7u9eXm3WlD5+DTWWJSoNu9Y4+Z+yVgwVhbSq7Zd+aDaFsriUBlJ0igSreNKNoKEi05qloG60Kc8gwUTHjJfBomg9rJMjeIlwfWTjVQ1p2FQbks8goe9HkWjC/7tFB6A1gLpU6/WyYwidNgXkFy9RQxlradjFPuMp2Tfa047uxftT8qctySw0tZDcfeCbyc+ylimQBy7bzc2Oz87e1nELHYOVBbmBAHAhBQAlWKTeNXPz3aqTD88U6P3fQQzBPuW8tA4GdSmO/9uSSZv5sb4nHZjx8X51ckLiV5xq9+rtw4TjBDBHbm4hfyyXGOzxf8laxLUKmcqfH8VHZNkkDZX7VJypALGqvcDhu8k9QTlpYTt6jYfTlrg56o9fVbeEw7N+UX2mdQi7h/xe3H0n8b+mnZ+KB9OhoWlVOYe3L1zeVf6BRVM1xtPs3xq6wiMgQgkCRQpduGF21VXonHysJk2ZlzMrfOVEQYj0CbR9pSDV6LiZgxeL3IEAIQgAAEJkKgSrGJzS2ibaiq5tYkGvIfMKuG0klSXsaw88GPdlbEhAAEIACBFSBQpdsWKdpWgDVVgAAEIAABCEAAAm0EqhTbglfa2mpIKgisAIHgbieWGFfAp1QBAhCAQAOBKt3GSlsDYZJAAAIQgAAEIACBvgSqFBsrbX1xkx4CEIAABCAAAQg0E6jSbay0NXMmIQQgAAEIQAACEGgnUKXYBlhpG3tbhLHzbydNynUiQDtcJ29TVwhAAALzI1Cl2/qutI09mQX5B/t/zg9qviT7LeTJe88lY8uOo0HFk5thxvkPy6ewU2hDQcGOrOUccpDLJuUaZ5xbpxPt7bCQuX0L02S9OtuJ35YKPJNtKUjbCcTlH1QqSFhotw5pc7uyG9nQPssAh80wB9PYKWo52Adte4sdCQjZQmDlCVQptr4rbXHntw8HFk/EM2UwulkyScYZyk4/n848/VlKrYrPJE8WEvrxC8fNoIKEVfXtLLSTWEApqGD8bzz5xTaUG23SJHs7TPIpu6+qfeb41/qlkI9+pbN1lQcDEeb7ovm4YIDFvGS5nZUqtCtL2uY4hWZmaSQWIFXyrtae5oqTEAJrTqBKt/VaaYt7dfzLzI3+yamrPEMYRw1/JApGJd+eYFJJjl+19ic1jV9liwjoFFtxJuXJOxk/rm9gZ+CL2F9lgdiZf6d+KvgxN/uWJ6oyN8tEGKvGslIsaNwqKZCrV9nvgbWFdljIp9wl/QqWjSy0n6r2nGtXha4aiM7kIOBYdeYfVNlRTZ4PwNphxs2j3LY7e1N/vRsYUGvPmk/DVB8CRgJVik3ybBdtRjniD6D+LOIPmvapMR6p47TJ2aJTGBUGzXjyc2NxbpL2R3aLdMhNokkyFvFUmFyT80o8AwWOa+acc0dSxDRwiCddV5ck+Vz85GScU1rJdtjpaPu0V9XOnady+iPnu7gZ+2c6rc1FCLKN21sZlKX/FvyS9L5lsCq3PWOHivtmof3nRo9cr++vw6pyDqB1tgfjFEU0CEAgIFCl2+Yk2oLBIjmQ1Y4RuUE2OUlYMvdnSn8Kj62NZ7tcBTuliUs4iPhIGlaoe3kyS1Y8pwySOqM8ERonb+NMU86tIDoL83FOHCSTdBrQNu3Vtmdjv3BVi+PnmndZZMRqKc6n0HGq2tUgoq0sdu0Kydi/Or1vGaNyVnVmXm7kyWz72MOsDAEIGAlUKTbJs1G05caIBhEQj/WWmTKO0znTlAVEodD5iDb7JGExtTBG2znkKh4YUJgwakVbUkm0tYdOuVxuq0al6JcyH9HWOb/2F23GuncOAjnRFlchbmmdTu90n72dx/Uta6CymrHw73RiZ/UbRFhypLUPO1W60DhdEQ0CEFAdZv87omizTPlVA5z+Fs8NPZ0zRGdZxkkoN0935l8YNKsmiSmItrJYSda0U9P4c6cFZnnutIu2zkYVDCuFdtggUgsKxi4manH5ncWSNjewJtMGJzvFU+CppIDrpBSwsvjIaGdnuy20Q0vdywOa/23nAGWc/5L5BMTi7lMeo4xFEw0CEAgIVCk21XYStmzZsnnz5k0usR5YRurkYOr3fz12k4Q/W+i44EeIZyk/fz+T3LgTxE/m70pJjlNBkrL9fhWC4TVnbbK+sSXJ3AqWJy2JM4knqsCeQn0LnvKh5Yqoco0xcs6/OXtylOKqxZNWMLkmkxS8kIuf7GW5fpFsJ7HL4raX813SWeW2FBhcaD8un9p266xK+jE4GQwFDlHAKufitvi5zHvyzLXngGTsAuNE2Nkvcs4NIBuLIxoEIGAhUKXbhhdtFhOD+a95DBoqYZXNRLYTaBvr21LZrTLGnIgZRmuJBgEIQAACS0egSrFJ7VpE21BQqtYeyoUOmNVQtSOfBqc0JIEzBCAAAQhAYHkJVOm2RYq25UWM5RCAAAQgAAEIQKAnARVhxiD3sSHaegInOQRaCMQ3ZiXvV2vJmjQQgAAEILAkBMqPEPiV0IcPEG1L4ljMhAAEIAABCEBgtQj4D4CW19sQbavleWoDAQhAAAIQgMBSEUC0LZW7MBYCEIAABCAAgXUlgGhbV89TbwhAAAIQgAAElooAom2p3IWxEIAABCAAAQisKwFftCUfUHM3unFP27q2EeoNAQhAAAIQgMAECAQrbYFu8x9NQLRNwF2YAAEIQAACEIDAuhKIL4863RY8TIpoW9c2Qr0hAAEIQAACEJgAgeQ9baLb4u0/EG0TcBcmQAACEIAABCCwrgR4EGFdPU+9IQABCEAAAhBYKgKItqVyF8ZCAAIQgAAEILCuBBBt6+p56g0BCEAAAhCAwFIRQLQtlbswFgIQgAAEIACBdSUgok2eMDB+eGH8ujYT6g0BCEAAAhCAwKIJiA6r+uhTpfok6ewRU7G//J55voUABCAAAQhAAAIQWBQBRNtMuhIgAAEIQAACEIDAxAlsE23GC6tEgwAEIAABCEAAAhBYCIHZ5dGqC6tEhgAEIAABCEAAAhBYCIH/D0AMTDMUJ/b6AAAAAElFTkSuQmCC</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="6.5004in"
                              svg:height="0.4004in"
                              svg:x="0in"
                              svg:y="5.2445in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 17: The SystemOnTPTP Interface page, showing the simple results of a query posed to the prover EP-0.999</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:span text:style-name="T8">T</text:span>
               <text:span text:style-name="T8">his experimental page is accessible from a link on the Inference Interface page (Figure 17). It allows the user to pose queries to any of several theorem provers accessible via a service provided by Geoff Sutcliffe and his students at the University of Miami. <text:s/>When a query is posed via the type-in area, both the query and the entire contents of the KB are translated to TPTP format and transmitted to the selected prover. <text:s/>The user can choose to see different parts of the query result data, and can view proofs in a graphical proof display interface developed by Steven Trac (Figure 18).</text:span>
            </text:p>
            <text:p text:style-name="P13">InferenceTestSuite.jsp</text:p>
            <text:p text:style-name="P12">This code associated with this page will run inference tests, deposit the test results in the directory indicated in the Preferences page, and then automatically display an index to the test results when the tests have finished. <text:s/>Note that all tests will be completed before results are shown. <text:s/>This can take a long time if there are many tests. <text:s/>If no time limit is given in the definition of a particular test, a default of 60 seconds is used. <text:s/>It will be helpful to view the <text:soft-page-break/>Tomcat log file (or the Tomcat message interface, if used) for messages showing how the tests are progressing. <text:s/>When the tests are complete, a list will be shown with links to each test source, its proof, if found, whether the test was successful as compared to the expected answer, and how long the test took. <text:s/>A total is provided for time, successes, and failures. <text:s/>The section Appendix: Test Formats described the format of inference test files.</text:p>
            <text:p text:style-name="P12">Like on the AskTell.jsp page, a theorem prover can be chosen to run the tests, where the theorem prover is either Vampire-KIF or one of the systems offered by SystemOnTPTP. </text:p>
            <text:p text:style-name="P24">This same body of code also runs CELT tests, if the user clicks on the “CELT Test” link from the Knowedge Bases page. <text:s/>CELT test results are shown in three columns with the English input first, then the expected logical form, the actual logical form, and whether the test failed or succeeded. <text:s/>The CELT test format is described in the section Appendix: Test Formats. </text:p>
            <text:p text:style-name="Text_20_body">
               <draw:g text:anchor-type="char" draw:z-index="49" draw:style-name="gr14">
                  <draw:frame draw:style-name="gr8" draw:text-style-name="P37" svg:width="4.2894in"
                              svg:height="7.9098in"
                              svg:x="1.0055in"
                              svg:y="1in">
                     <draw:image xlink:href="">
                        <office:binary-data>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</office:binary-data>
                        <text:p/>
                     </draw:image>
                  </draw:frame>
                  <draw:frame draw:style-name="gr3" draw:text-style-name="P38" svg:width="4.2894in"
                              svg:height="0.5012in"
                              svg:x="1in"
                              svg:y="8.8965in">
                     <draw:text-box>
                        <text:p text:style-name="P38">
                           <text:span text:style-name="T22">Figure 18: Steven Trac’s graphical display tool for TPTP derivations</text:span>
                        </text:p>
                     </draw:text-box>
                  </draw:frame>
               </draw:g>
               <text:span text:style-name="T12">D</text:span>
               <text:span text:style-name="T12">iag.jsp</text:span>
            </text:p>
            <text:p text:style-name="P12">The Diagnostics page displays the results of three basic tests, which are run over the entire knowledge base when the “Diagnostics” link is clicked:</text:p>
            <text:list xml:id="list312061595" text:continue-numbering="true" text:style-name="WW8Num4">
               <text:list-item>
                  <text:p text:style-name="P22">
                     <text:soft-page-break/>Terms without documentation – tests whether each term occurs in a statement formed with the documentation predicate; </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P22">Terms without a parent – tests whether each term occurs in a statement formed with the instance or subclass predicates; and </text:p>
               </text:list-item>
               <text:list-item>
                  <text:p text:style-name="P22">Terms without a root at Entity – tests whether each term ultimately is an instance or subclass of Entity, which is the root term in SUMO. </text:p>
               </text:list-item>
            </text:list>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T8">This page might display the results of additional tests not mentioned above, and additional tests would be valuable. <text:s/>The current tests, while simple and requiring no inference (</text:span>
               <text:span text:style-name="T9">i.e.</text:span>
               <text:span text:style-name="T8">, no use of a theorem prover), do indicate some common problems entailed in building and maintaining large knowledge bases.</text:span>
            </text:p>
            <text:h text:style-name="P17" text:outline-level="1">References </text:h>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">Genesereth, M., (1991). <text:s/>“Knowledge Interchange Format”, in </text:span>
               <text:span text:style-name="T10">Proceedings of the Second International Conference on the Principles of Knowledge Representation and Reasoning</text:span>
               <text:span text:style-name="T7">, Allen, J., Fikes, R., Sandewall, E. (eds), Morgan Kaufman Publishers, pp. 238-249. </text:span>
            </text:p>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">Niles, I., &amp; Pease, A., (2001). <text:s/>“Toward a Standard Upper Ontology”, in </text:span>
               <text:span text:style-name="T10">Proceedings of the 2nd International Conference on Formal Ontology in Information Systems (FOIS2001)</text:span>
               <text:span text:style-name="T7">, Chris Welty and Barry Smith, eds. </text:span>
            </text:p>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">Niles, I., and Pease, A., (2003). <text:s/>“Linking Lexicons and Ontologies: Mapping WordNet to the Suggested Upper Merged Ontology”, in </text:span>
               <text:span text:style-name="T10">Proceedings of the IEEE International Conference on Information and Knowledge Engineering. (IKE 2003)</text:span>
               <text:span text:style-name="T7">, Las Vegas, Nevada, June 23-26, 2003. </text:span>
            </text:p>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">Pease, A., (2003). <text:s/>“The Sigma Ontology Development Environment”, in </text:span>
               <text:span text:style-name="T10">Working Notes of the IJCAI-2003 Workshop on Ontology and Distributed Systems,</text:span>
               <text:span text:style-name="T7"> August 9, Acapulco, Mexico. </text:span>
            </text:p>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">Pease, A., (2004). <text:s/>
               </text:span>
               <text:span text:style-name="T10">Standard Upper Ontology Knowledge Interchange Format.</text:span>
               <text:span text:style-name="T7"> 
                  <text:s/>Language manual, unpublished. </text:span>
            </text:p>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">Pease, A., and Murray, W., (2003). <text:s/>“An English to Logic Translator for Ontology-based Knowledge Representation Languages”, in </text:span>
               <text:span text:style-name="T10">Proceedings of the 2003 IEEE International Conference on Natural Language Processing and Knowledge Engineering</text:span>
               <text:span text:style-name="T7">, Beijing, China, pp. 777-783. </text:span>
            </text:p>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">Riazanov, A., &amp; Voronkov, A., (2002). <text:s/>“The Design and Implementation of Vampire”, in </text:span>
               <text:span text:style-name="T10">AI Communications,</text:span>
               <text:span text:style-name="T7"> Volume 15. Numbers 2-3.</text:span>
            </text:p>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">Sutcliffe, G., (2000). “SystemOnTPTP”, in </text:span>
               <text:span text:style-name="T11">Proceedings of the 17</text:span>
               <text:span text:style-name="T19">th</text:span>
               <text:span text:style-name="T11"> International Conference on Automated Deduction</text:span>
               <text:span text:style-name="T7">, Pittsburg, USA, pp. 406-410</text:span>
            </text:p>
            <text:p text:style-name="P12"/>
            <text:p text:style-name="P12"/>
            <text:h text:style-name="P18" text:outline-level="1">Acknowledgments </text:h>
            <text:p text:style-name="P12">Many thanks are due to Michal Sevcenko for defining the natural language format language, and to the Air Force and ARDA for their support for Sigma development. </text:p>
            <text:h text:style-name="P18" text:outline-level="1">Appendix: Natural Language Format </text:h>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">The predicate </text:span>
               <text:span text:style-name="T15">format</text:span>
               <text:span text:style-name="T7"> associates a concept (either a relation or a function) with a string. <text:s/>
               </text:span>
               <text:span text:style-name="T15">format</text:span>
               <text:span text:style-name="T7"> takes three arguments: the name or abbreviation of a natural language, the relation name, and the format string. <text:s/>When there is a need to visualize a concept in natural language, the associated string is used. <text:s/>The string contains a natural language description of the concept and special tags that are interpreted by the Sigma code to generate natural language paraphrases with proper HTML markup. </text:span>
            </text:p>
            <text:p text:style-name="P12">The meaning of these tags is as follows: </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T13">&amp;%token</text:span>
               <text:span text:style-name="T7"> – specifies a token that will be made into a hypertext link to the concept being visualized. </text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:soft-page-break/>
               <text:span text:style-name="T13">%1, %2, ...</text:span>
               <text:span text:style-name="T7"> – this tag will be substituted with a natural language representation of the concept’s respective argument. </text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T13">%n{text}</text:span>
               <text:span text:style-name="T7"> – will be replaced either with an empty string, if a predicate is being rendered as positive, or “text” otherwise; the %n tag can be used as a shortcut for %n{not}. </text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T13">%p{text</text:span>
               <text:span text:style-name="T7">} – will be replaced with “text” for positive rendering and with an empty string for negative rendering. </text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T13">%*{range}[delim]</text:span>
               <text:span text:style-name="T7"> – will be replaced with a list of natural-language representations of a subset of arguments; range specifies which arguments will be included; it is a comma separated list of numbers or ranges, for example, “1-4,6” denotes the first, second, third, fourth and sixth argument; the delim parameter specifies the delimiter which will be used to separate representations of arguments; both {range} and [delim] may be omitted, in which case {range} defaults to all arguments, and [delim] defaults to a single space. </text:span>
            </text:p>
            <text:p text:style-name="P15">
               <text:span text:style-name="T13">%%</text:span>
               <text:span text:style-name="T7"> – will be replaced with a single percent character. <text:line-break/>
               </text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:span text:style-name="T7">The predicate </text:span>
               <text:span text:style-name="T15">termFormat</text:span>
               <text:span text:style-name="T7"> relates a term to a natural language presentation of that term. It takes three arguments: the name or abbreviation of a natural language, the term name, and the format string. </text:span>
            </text:p>
            <text:h text:style-name="P18" text:outline-level="1">Appendix: Test Formats </text:h>
            <text:p text:style-name="Text_20_body">
               <text:span text:style-name="T7">Inference test files are legal SUO-KIF files. <text:s/>The file name must end with the extension </text:span>
               <text:span text:style-name="T15">.tq</text:span>
               <text:span text:style-name="T7">. <text:s/>Inference tests support several special purpose predicates. <text:s/>
               </text:span>
               <text:span text:style-name="T15">note</text:span>
               <text:span text:style-name="T7"> is a unary predicate that takes as its argument a term that will be the identifier for the test. <text:s/>
               </text:span>
               <text:span text:style-name="T15">query</text:span>
               <text:span text:style-name="T7"> is a unary predicate that takes a SUO-KIF query as its only argument. <text:s/>
               </text:span>
               <text:span text:style-name="T15">answer</text:span>
               <text:span text:style-name="T7"> is a unary predicate that takes as its argument either the symbols </text:span>
               <text:span text:style-name="T15">yes</text:span>
               <text:span text:style-name="T7"> or </text:span>
               <text:span text:style-name="T15">no</text:span>
               <text:span text:style-name="T7">, or a list pair composed of a variable name (</text:span>
               <text:span text:style-name="T10">e.g.</text:span>
               <text:span text:style-name="T7">, </text:span>
               <text:span text:style-name="T15">?X</text:span>
               <text:span text:style-name="T7">) and an expected binding (value). <text:s/>
               </text:span>
               <text:span text:style-name="T15">time</text:span>
               <text:span text:style-name="T7"> is a unary predicate whose argument specifies the number of seconds the system should wait for an answer. </text:span>
            </text:p>
            <text:p text:style-name="Body_20_Text_20_First_20_Indent">
               <text:span text:style-name="T7">There may also be a single CELT test file in the same test directory as the inference tests. <text:s/>It must be named </text:span>
               <text:span text:style-name="T15">celtTest.txt</text:span>
               <text:span text:style-name="T7">, and must contain legal SUO-KIF expressions. <text:s/>It should consist of pairs of statements. <text:s/>The first special unary predicate is </text:span>
               <text:span text:style-name="T15">sentence</text:span>
               <text:span text:style-name="T7">, which takes a string containing a CELT sentence as its argument. <text:s/>The second special unary predicate is </text:span>
               <text:span text:style-name="T15">answer</text:span>
               <text:span text:style-name="T7">, which takes a SUO-KIF formula as its argument. <text:s/>The output of CELT is compared against the </text:span>
               <text:span text:style-name="T15">answer</text:span>
               <text:span text:style-name="T7"> formula to determine the success or failure of the test.</text:span>
            </text:p>
            <text:p text:style-name="P1"/>
         </text:section>
      </office:text>
   </office:body>
</office:document>