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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 18 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 affno abstractunlabeled
Land-use, Transportation and Urban Development
Kenneth Button, Peter Nijkamp, Piet Rietveld
2004· book-chapter· en· Contributions to economic analysis· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Transit Signal Priority Along a Signalized Arterial
Suman Mishra, Lina Kattan, S. C. Wirasinghe
2020· article· en· ACM Transactions on Spatial Algorithms and Systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Multi-criterion system optimization model for urban multimodal traffic network
Bingfeng Si, HongYun Zhang, Ming Zhong, Xiaobao Yang
2011· article· en· Science in China. Series E, Technological sciences/Science in China. Series E, Technological Sciences· Social Sciences
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+scholarly_communication+open_scienceconsensus · sts
6
citations
aboutno affunlabeled
Light Rail, Land Values and Taxes
Cameron Murray
2017· article· en· Economic Record· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations

How this was built: Screen · Findings · About