Review and Resolution

Review and Resolution

The Resolve stage is where a person decides what recognition would not.

The principle: a value OMRFlow is not confident about is never quietly settled. It is queued, shown with the evidence, and decided by a named reviewer with a recorded reason — and the machine's original reading is kept alongside the decision rather than replaced by it.

The detailed reference is docs/conflict_review.md.

What reaches the queue

• Missing marks where an answer was expected
• Multiple marks — two or more bubbles filled
• Low-confidence reads, where the darkest mark was too close to the next darkest, or sat between the blank and marked thresholds
• Fields that could not be measured at all

Before you can save a correction

Set your reviewer name in Application menu → File → Settings. A correction is attributed to a person, so it cannot be saved anonymously.

Working through it

Select a conflict. What the machine saw shows the original sheet, the corrected sheet and a zoomed view of the field, with zoom, fit and re-centre controls.

Under Your decision:

Button	Use it when
Accept machine value	Recognition was right after all
Save value	You are entering the correct value yourself
Defer	You want to come back to it — it stays in the queue
Reopen	Re-opens something already decided

A reason must be chosen. History… shows every decision recorded against the sheet.

Use next unresolved to work through the queue without revisiting decided items.

The audit trail

Every decision is appended, never overwritten: what the machine read, what the reviewer chose, who they were, when, and why. A value can always be traced back to the person who decided it — and to what it was before.

This is also true of reprocessing: a sheet read twice keeps both readings.

Resolve before scoring

The Results stage's Check Before Scoring reports unresolved conflicts. You can score with conflicts outstanding, but the marks will reflect whatever the unresolved fields currently hold. Clear the queue first.

Related

• Recognition Symbols
• Answer Keys & Scoring
• docs/conflict_review.md