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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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Urban Transport and Accessibility
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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.

4,461 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.
4,461 works in the cohort · of 4,299,418page 8 of 90

Labels cover 8 of 4,461 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 4,461 of 4,461 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Crowdsourced data for bicycling research and practice
Trisalyn Nelson, Colin Ferster, Karen Laberee, Daniel Fuller, Meghan Winters
2020· article· en· Transport Reviews· Social Sciences
distilled prediction:candidate · noneconsensus · none
82
citations
afffundno abstractunlabeled
Uniquely satisfied: Exploring cyclist satisfaction
Devon Paige Willis, Kevin Manaugh, Ahmed El-Geneidy
2013· article· en· Transportation Research Part F Traffic Psychology and Behaviour· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
82
citations
affaboutunlabeled
Public Transit Use Among Immigrants
Andrew Heisz, Grant Schellenberg
2004· article· en· Analytical Studies Branch Research Paper Series· Social Sciences
distilled prediction:candidate · stsconsensus · sts
79
citations
affunlabeled
Modeling Cyclists’ Route Choice Based on GPS Data
Jeffrey M. Casello, Vladimir Usyukov
2014· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · none
79
citations
affunlabeled
Economic Value of Walkability
Todd Litman
2003· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
77
citations

How this was built: Screen · Findings · About