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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 and Mobility Innovations
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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
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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.

1,357 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.
1,357 works in the cohort · of 4,299,418page 3 of 28

Labels cover 1 of 1,357 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 1,357 of 1,357 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Transport's digital age transition
Glenn Lyons
2015· article· en· UWE Research Repository (UWE Bristol)· Engineering
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Car-Following Models: A Multidisciplinary Review
Tianya Zhang, Peter J. Jin, Sean T. McQuade, Alexandre M. Bayen, Benedetto Piccoli
2024· review· en· IEEE Transactions on Intelligent Vehicles· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
36
citations
affunlabeled
Empirical evidence for taxi customer-search model
R. M. N. T. Sirisoma, S.C. Wong, William H. K. Lam, Donggen Wang, Hai Yang, Peng Zhang
2010· article· en· Proceedings of the Institution of Civil Engineers - Transport· Engineering
distilled prediction:candidate · noneconsensus · none
35
citations
affno abstractunlabeled
The three-sided market of on-demand delivery
Sina Bahrami, Mehdi Nourinejad, Yafeng Yin, Hai Wang
2023· article· en· Transportation Research Part E Logistics and Transportation Review· Engineering
distilled prediction:candidate · noneconsensus · none
35
citations

How this was built: Screen · Findings · About