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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 control and management
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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.

1,294 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.
1,294 works in the cohort · of 4,299,418page 14 of 26

Labels cover 2 of 1,294 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 1,294 of 1,294 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
KINETIC EQUILIBRIA IN TRAFFIC FLOW MODELS
Reinhard Illner, Cristina Stoica, Axel Klar, Raimund Wegener
2002· article· en· Transport Theory and Statistical Physics· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Driver Turn-Taking Behavior in Congested Freeway Merges
Michael J. Cassidy, Soyoung Ahn
2005· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
5
citations
afffundaboutunlabeled
Cross-country policy comparison of 30 km/h speed limits
Lauren Pearson, Megan Oakey, Breanna Nelson, Mojgan Karbakhsh, Shazya Karmali, Ben Beck
2025· article· en· Cities & Health· Engineering
distilled prediction:candidate · noneconsensus · none
5
citations

How this was built: Screen · Findings · About