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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
aboutaboutness

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 13 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
The future of telecommuting post COVID-19 pandemic
Mahmudur Rahman Fatmi, Muntahith Mehadil Orvin, Corrie Elizabeth Thirkell
2022· article· en· Transportation Research Interdisciplinary Perspectives· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
50
citations
affunlabeled
Does parental support influence children's active school travel?
Stephanie Mah, Lindsay Nettlefold, Heather Macdonald, Meghan Winters, Douglas Race, Christine Voss +1 more
2017· article· en· Preventive Medicine Reports· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
50
citations
afffundaboutunlabeled
Snow and Rain Modify Neighbourhood Walkability for Older Adults
Philippa Clarke, Jana A. Hirsch, Robert Melendez, Meghan Winters, Joanie Sims‐Gould, Maureen C. Ashe +2 more
2017· article· fr· Canadian Journal on Aging / La Revue canadienne du vieillissement· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
50
citations
afffundvenueno abstractunlabeled
By Your Own Two Feet
Gregory Butler, Heather Orpana, Alexander J. Wiens
2007· article· en· Canadian Journal of Public Health· Social Sciences
distilled prediction:candidate · noneconsensus · none
50
citations
affunlabeled
Theorizing Mobility Transitions
Cristina Temenos, Анна Николаева, Tim Schwanen, Tim Cresswell, Frans Sengers, Matt Watson +1 more
2017· article· en· Transfers· Social Sciences
distilled prediction:candidate · stsconsensus · none
50
citations
affunlabeled
Integrating Walkability into Planning Practice
Rachel Weinberger, Matthias Sweet
2012· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · none
49
citations
affno abstractunlabeled
Disability, wages, and commuting in New York
Sandy Wong, Sara McLafferty, Arrianna Marie Planey, Valerie Preston
2020· article· en· Journal of Transport Geography· Social Sciences
distilled prediction:candidate · noneconsensus · none
48
citations

How this was built: Screen · Findings · About