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Add sustainable_development_goals object
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alexmassen-hane committed Sep 18, 2023
1 parent d5fcb14 commit 24b7dbf
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24 changes: 24 additions & 0 deletions academic_observatory_workflows/database/schema/openalex/works.json
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"mode": "REPEATED",
"description": "OpenAlex IDs for works related to this work. "
},
{
"name": "sustainable_development_goals",
"type": "RECORD",
"mode": "REPEATED",
"description": "List of sustainable developement goal objects. The United Nations' 17 Sustainable Development Goals are a collection of goals at the heart of a global \"shared blueprint for peace and prosperity for people and the planet.\" We use a machine learning model to tag works with their relevance to these goals based on our OpenAlex SDG Classifier, an mBERT machine learning model developed by the Aurora Universities Network. The score represents the model's predicted probability of the work's relevance for a particular goal. ",
"fields": [
{
"name": "id",
"type": "STRING",
"mode": "NULLABLE"
},
{
"name": "display_name",
"type": "STRING",
"mode": "NULLABLE"
},
{
"name": "score",
"type": "FLOAT",
"mode": "NULLABLE",
"description": "All of the SDGs with a prediction score higher than 0.1."
}
]
},
{
"name": "summary_stats",
"type": "RECORD",
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