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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 6 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.

affunlabeled
A matter of trust
Matthew Hutson
2017· article· en· Science· Engineering
distilled prediction:candidate · noneconsensus · none
17
citations
affvenueaboutunlabeled
Good or bad? Ridesharing's impact on Canadian cities
Austin Zwick, Zachary Spicer
2018· article· en· Canadian Geographies / Géographies canadiennes· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
17
citations
affunlabeled
Issues in Real-Time Fleet Management
Michel Gendreau, Jean‐Yves Potvin
2004· article· en· Transportation Science· Engineering
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Matching-Game for User-Fog Assignment
Amine Abouaomar, Abdellatif Kobbane, Soumaya Cherkaoui
2018· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
The Stochastic Fleet Estimation (SaFE) model
Slawo Wesolkowski, Andrew Billyard
2008· article· en· Spring Simulation Multiconference· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations
fundno affunlabeled
Who Benefits From Surge Pricing?
J. C. Castillo
2025· article· en· Econometrica· Engineering
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Augmented Environments for Computer-Assisted Interventions
Cristian A. Linte, Elvis C. S. Chen, Marie‐Odile Berger, John Moore, David R. Holmes
2013· book· en· Lecture notes in computer science· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affunlabeled
Highlights of Contemporary Microsimulation
Ronald E. Anderson, Chantal Hicks
2010· article· en· Social Science Computer Review· Engineering
distilled prediction:candidate · noneconsensus · none
15
citations
aboutno affunlabeled
Carsharing and Station Cars in Asia
Matthew Barth, Susan Shaheen, Tuenjai Fukuda, Atsushi Fukuda
2006· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
15
citations

How this was built: Screen · Findings · About