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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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Choice Reviews Online
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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.

affaffiliation
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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.

462 results · 1 filter active ·
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20002016
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
462 works in the cohort · of 4,299,418page 1 of 10

Labels cover 1 of 462 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 462 of 462 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Data mining: concepts and techniques
2012· article· en· Choice Reviews Online· Computer Science
distilled prediction:candidate · noneconsensus · none
28,877
citations
aboutno affunlabeled
Populism and the mirror of democracy
2006· article· en· Choice Reviews Online· Social Sciences
distilled prediction:candidate · noneconsensus · none
1,150
citations
aboutno affunlabeled
Leadership development in balance: made/born
2006· article· en· Choice Reviews Online· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
211
citations
aboutno affunlabeled
Westward Dharma: Buddhism beyond Asia
2003· article· en· Choice Reviews Online· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
179
citations
aboutno affunlabeled
Introduction to mineral exploration
2006· article· en· Choice Reviews Online· Computer Science
distilled prediction:candidate · noneconsensus · none
177
citations
aboutno affunlabeled
The politics of official apologies
2008· article· en· Choice Reviews Online· Social Sciences
distilled prediction:candidate · noneconsensus · none
172
citations
aboutno affunlabeled
Country Reports on Terrorism
2007· article· en· Choice Reviews Online· Social Sciences
distilled prediction:candidate · noneconsensus · none
169
citations
aboutno affunlabeled
Key terms in popular music and culture
2000· article· en· Choice Reviews Online· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
153
citations
aboutno affunlabeled
Masculinities and place
2015· article· en· Choice Reviews Online· Social Sciences
distilled prediction:candidate · noneconsensus · none
152
citations
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How this was built: Screen · Findings · About