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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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Smart Materials for Construction
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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.

871 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.
871 works in the cohort · of 4,299,418page 9 of 18

Labels cover 2 of 871 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 871 of 871 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
WINTER STRATEGIES FOR THE SEASON AHEAD
R W Stidger
2005· article· en· Better roads· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affno abstractunlabeled
METIS
Tomáš Pospišek, David Konečný
2010· book-chapter· en· Advances in intelligent and soft computing· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
afffundunlabeled
Impact of Idling on Engine Temperatures in Winter Conditions
Marius-Dorin Surcel, Rob Jokai
2011· article· en· SAE technical papers on CD-ROM/SAE technical paper series· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Road Safety in Saint-Laurent: Putting Citizens First!
F Buteau
2014· article· fr· Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affaboutunlabeled
VALIDATING THE PROPAGATION SAW TEST ON THE SLOPE SCALE
Cameron Ross, Bruce Jamieson
2009· article· en· International Snow Science Workshop, Davos 2009, Proceedings· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Ice Gouge Risk to Offshore Pipelines – Making the Most of Available Data
Regis McKenna, Tony King, Rob Brown, Jonathon Edward Bruce, Ryan Phillips
2003· article· en· Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About