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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
venuejournal
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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 2 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.

afffundaboutunlabeled
Evaluating Safety of Urban Arterial Roadways
Ziad Sawalha, Tarek Sayed
2001· article· en· Journal of Transportation Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
138
citations
affno abstractunlabeled
Naturalistic assessment of novice teenage crash experience
Suzanne E. Lee, Bruce G. Simons‐Morton, Marie Claude Ouimet, Thomas A. Dingus
2011· article· en· Accident Analysis & Prevention· Engineering
distilled prediction:candidate · noneconsensus · none
126
citations
affunlabeled
Speed and Safety
Ezra Hauer
2009· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
124
citations
affunlabeled
Sleep-Deprived Young Drivers and the Risk for Crash
Alexandra Martiniuk, Teresa Senserrick, Serigne Lo, Ann Williamson, Wei Du, Ronald R. Grunstein +4 more
2013· article· en· JAMA Pediatrics· Engineering
distilled prediction:candidate · noneconsensus · none
117
citations
affunlabeled
Incorporating Road Safety into Pavement Management
Susan Tighe, Ningyuan Li, Lynne Cowe Falls, Ralph Haas
2000· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
115
citations

How this was built: Screen · Findings · About