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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 Research Interdisciplinary Perspectives
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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.

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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.

67 results · 1 filter active ·
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20202025
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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.
67 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 67 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 67 of 67 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
The future of telecommuting post COVID-19 pandemic
Mahmudur Rahman Fatmi, Muntahith Mehadil Orvin, Corrie Elizabeth Thirkell
2022· article· en· Transportation Research Interdisciplinary Perspectives· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
50
citations
afffundunlabeled
Review of resilience hubs and associated transportation needs
Thayanne Gabryelle Medeiros Ciríaco, Stephen D. Wong
2022· article· en· Transportation Research Interdisciplinary Perspectives· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
32
citations
afffundunlabeled
Impact of mobility on COVID-19 spread – A time series analysis
Faraz Zargari, Nima Aminpour, Mohammad Amir Ahmadian, Amir Samimi, Saeid Saidi
2022· article· en· Transportation Research Interdisciplinary Perspectives· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
afffundaboutunlabeled
Accessing hemodialysis clinics during the COVID-19 pandemic
Matthew P Beaudet, Léa Ravensbergen, James A. DeWeese, William Beaubien‐Souligny, Annie‐Claire Nadeau‐Fredette, Norka Rios +3 more
2022· article· en· Transportation Research Interdisciplinary Perspectives· Psychology
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
13
citations
afffundunlabeled
A systematic review of data privacy in Mobility as a Service (MaaS)
Zineb Garroussi, Antoine Legrain, Sébastien Gambs, Vincent Gautrais, Brunilde Sansò
2025· review· en· Transportation Research Interdisciplinary Perspectives· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+open_scienceconsensus · open_science
9
citations
affaboutunlabeled
Implications of carbon Taxing policies on the food supply chain in Canada
Sylvain Charlebois, Gumataw Kifle Abebe, Tony R. ‎Walker, Vlado Kešelj, Janet Music, Keshava Pallavi Gone +4 more
2024· article· en· Transportation Research Interdisciplinary Perspectives· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About