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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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Education and Communication Studies
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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
fundfunder
venuejournal
aboutaboutness

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

90 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.
90 works in the cohort · of 4,299,418page 1 of 2

Labels cover 1 of 90 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 90 of 90 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Role of Interpersonal Communication in Workplace
Sonali N. Tholia, Mohit Rastogi, Sh. Sachin Gupta, Deepak Pandey
2022· article· en· World Journal of English Language· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
venueno affunlabeled
Principal Support for Collaboration
Betty J. Morris
2001· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
The Esteem Need of Margaret Tate’s on The Proposal Movie
Sunarsih Sunarsih, Aulia Putri, Suswanto Ismadi Megah
2017· article· en· ANGLO-SAXON Jurnal Ilmiah Program Studi Pendidikan Bahasa Inggris· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
On Teacher Leadership
Jin Jian-sheng
2007· article· en· Journal of The Northwest Normal University· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About