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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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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.

10,003 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.
10,003 works in the cohort · of 4,299,418page 2 of 201

Labels cover 11 of 10,003 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 10,003 of 10,003 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affvenueunlabeled
The Trouble with SMT Consistency
Marine Carpuat, Michel Simard
2012· article· en· NPARC· Computer Science
machine prediction:candidate · noneconsensus · none
44
citations
venueno affunlabeled
Experimental and numerical study of local mean age of air
M Martin Barták, Martin Čermák, J.A. Clarke, Jordan A. Denev, F Drkal, M Milos Lain +3 more
2001· book-chapter· en· NPARC· Environmental Science
machine prediction:candidate · noneconsensus · none
42
citations
affvenueaboutunlabeled
An Operational Iceberg Deterioration Model
Ivana Kubat, Mohamed Sayed, Stuart B. Savage, Tom Carrières, Greg Crocker
2007· article· en· NPARC· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
40
citations
venueaboutno affunlabeled
Aging and weathering of cool roofing membranes
Hashem Akbari, Asmeret Asefaw Berhe, Ronnen Levinson, Stanley Graveline, Kevin M. Foley, Ana H. Delgado +1 more
2005· article· en· NPARC· Environmental Science
machine prediction:candidate · noneconsensus · none
33
citations
venueno affunlabeled
Automatic Dream Sentiment Analysis
David R. Nadeau, Catherine Sabourin, Joseph De Koninck, Stan Matwin, Peter D. Turney
2006· article· it· NPARC· Computer Science
machine prediction:candidate · noneconsensus · none
25
citations
affvenueunlabeled
Improving AMBER, an MT Evaluation Metric
Boxing Chen, Roland Kühn, George Foster
2012· article· en· NPARC· Computer Science
machine prediction:candidate · noneconsensus · none
23
citations
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