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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.

245 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.
245 works in the cohort · of 4,299,418page 3 of 5

Labels cover 0 of 245 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 245 of 245 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Risk‐Taking and the Media
Peter Fischer, Evelyn Vingilis, Tobias Greitemeyer, Claudia Vogrincic
2010· review· en· Risk Analysis· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
afffundunlabeled
Dynamic Blowout Risk Analysis Using Loss Functions
Majeed Abimbola, Faisal Khan
2017· article· en· Risk Analysis· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
26
citations
affunlabeled
Improving Weight of Evidence Approaches to Chemical Evaluations
Randall Lutter, Linda C. Abbott, Rick Becker, Christopher J. Borgert, Ann E. Bradley, Gail Charnley +11 more
2014· article· en· Risk Analysis· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
TCDD Exposure‐Response Analysis and Risk Assessment
Hong Cheng, Lesa L. Aylward, Colleen Beall, Thomas B. Starr, Robert C. Brunet, Gaétan Carrier +1 more
2006· article· en· Risk Analysis· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
affunlabeled
Comparative Risk and Policy Analysis in Environmental Health
Eva Wong, Rafael Ponce, S. Farrow, Scott M. Bartell, R. C. Lee, Elaine M. Faustman
2003· article· en· Risk Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
21
citations
affunlabeled
The ethical dilemmas of risky decisions
B.J.M. Ale, David Slater, D. N. D. Hartford
2022· article· en· Risk Analysis· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
19
citations
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