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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Computational and Text Analysis Methods
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

514 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
514 works in the cohort · of 4,299,418page 9 of 11

Labels cover 5 of 514 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 514 of 514 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
SOC*4030: Topics in Sociology: Youth Violence
2010· article· en· TRAILS: Teaching Resources and Innovations Library for Sociology· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Topic Model
2018· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Inuit Cribbage Board
2020· article· en· Digital Kenyon (Kenyon College)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Touché21-Argument-Retrieval-for-Comparative-Questions
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
WRITING SOCIOLOGICAL CRIME FICTION
2021· article· en· Art/Research International A Transdisciplinary Journal· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About