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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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Transportation Planning and Optimization
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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.

2,034 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.
2,034 works in the cohort · of 4,299,418page 11 of 41

Labels cover 0 of 2,034 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 2,034 of 2,034 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Enhancing Household Travel Surveys Using Smart Card Data
Martin Trépanier, Catherine Morency, Carl Blanchette
2009· article· en· PolyPublie (École Polytechnique de Montréal)· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
aboutno affunlabeled
Valuing Different Road Options for Stonehenge
David Maddisson, Susana Mourato
2002· preprint· en· RePEc: Research Papers in Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
venueno affunlabeled
User costs at the work zone
Fazil Najafi, R Soares
2001· article· en· Canadian Journal of Civil Engineering· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
afffundaboutunlabeled
Transitory Optimism
Ehab Diab, Ahmed El-Geneidy
2014· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · stsconsensus · none
15
citations
affunlabeled
Defining archetypes of mixed-use developments using Google Maps API data
Zhongming Shi, Heidi Silvennoinen, Arkadiusz Chadzynski, Aurel von Richthofen, Markus Kraft, Stephen Cairns +1 more
2022· article· en· Environment and Planning B Urban Analytics and City Science· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Demand Matrix Adjustment for Multimodal Freight Networks
Teodor Gabriel Crainic, Gina Dufour, Michaël Florian, Diane Larin, Zvi Leve
2001· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · stsconsensus · none
15
citations

How this was built: Screen · Findings · About