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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.

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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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Transport Systems and Technology
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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
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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.

189 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.
189 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 189 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 189 of 189 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
On generalized minimum spanning trees
Corinne Feremans, Martine Labbé, Gilbert Laporte
2001· article· en· European Journal of Operational Research· Engineering
machine prediction:candidate · noneconsensus · none
26
citations
aboutno affunlabeled
Real World Applications of Virtual Weigh Stations
R Klashinsky, Randy Hanson, S Mcgibney
2009· article· en· 2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
EVALUATION OF HOT-MIX ASPHALT SAMPLING TECHNIQUES
Mostafa A. Elseifi
2007· article· en· Civil engineering studies. Transportation engineering series· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Evaluation of Quartz Piezoelectric Weigh-in-Motion Sensors
Ronald P. White, Jongchul Song, Carl T. Haas, Dan Middleton
2006· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
affvenueaboutunlabeled
Some observations on BWIM data collected in Manitoba
Basheer Algohi, Baidar Bakht, Hasam Khalid, Aftab A. Mufti, Jonathan D. Regehr
2019· article· en· Canadian Journal of Civil Engineering· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
fundno affunlabeled
Monitoring work parameters for road transport means
R. Ciupercă, A. Zaica, Ancuţa Nedelcu, Alexandra Anghelet
2018· article· en· Engineering for Rural Development· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Quantifying Uncertainty in Bicycle-Computer Position Measurements
Gunter P. Siegmund, Ian L. Miller, Gabrielle R. Booth, Jonathan M. Lawrence
2024· article· en· SAE International Journal of Advances and Current Practices in Mobility· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Using Weigh-in-Motion measurements
Martin Slavík
2011· article· en· Civil Engineering = Siviele Ingenieurswese· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Precision weighing challenge
Juris Meija
2008· article· en· Analytical and Bioanalytical Chemistry· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
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