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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
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.

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 14 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.

affno abstractunlabeled
Adoption of Electric Vehicles in Car Sharing Market
Hossein Abouee Mehrizi, Opher Baron, O. Berman, David Chen
2018· article· en· SSRN Electronic Journal· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Managing Multihoming Workers in the Gig Economy
Gad Allon, Maxime C. Cohen, Ken Moon, Wichinpong Park Sinchaisri
2023· article· en· SSRN Electronic Journal· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
The Coming Transit Apocalypse
Randal O’Toole
2017· article· en· SSRN Electronic Journal· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Urban Design and Shared Transport
Avi Friedman
2020· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
When, Where and How Taxis Are Used in Montreal
Nicolas Pelé, Catherine Morency
2014· article· en· Transportation Research Board 93rd Annual MeetingTransportation Research Board· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations

How this was built: Screen · Findings · About