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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.

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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Traffic and Road Safety
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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
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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.

2,817 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.
2,817 works in the cohort · of 4,299,418page 3 of 57

Labels cover 3 of 2,817 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 2,817 of 2,817 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
A hazard perception test for novice drivers
Charles T. Scialfa, Micheline C. Deschênes, Jennifer Ference, Jessica Boone, Mark S. Horswill, Mark Wetton
2010· article· en· Accident Analysis & Prevention· Engineering
distilled prediction:candidate · noneconsensus · none
112
citations
affaboutunlabeled
Simulated Traffic Conflicts
Mohamed Essa, Tarek Sayed
2015· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · research_integrityconsensus · none
91
citations
afffundno abstractunlabeled
Peer influence predicts speeding prevalence among teenage drivers
Bruce G. Simons‐Morton, Marie Claude Ouimet, Rusan Chen, Sheila G. Klauer, Suzanne E. Lee, Jing Wang +1 more
2012· article· en· Journal of Safety Research· Engineering
distilled prediction:candidate · noneconsensus · none
91
citations

How this was built: Screen · Findings · About