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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
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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 10 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.

affaboutunlabeled
Ice Detection Capabilities under Aircraft Post Deicing Conditions
Edmundo A. Sierra, Kimberlea Bender, Isabelle Marcil, John D'Avirro, Edward Pugacz, Frank Eyre
2006· article· en· Proceedings of the Human Factors and Ergonomics Society Annual Meeting· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Safe in the Snow
Bob Persichetti
2006· article· en· Bridges Conversations in Global Politics and Public Policy· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Field Evaluation of Organic Materials for Winter Snow and Ice Control
Faranak Hosseini, S M Kamal Hossain, Liping Fu, Paolo San Gabriel, Tim Van Seters
2015· article· en· Transportation Research Board 94th Annual MeetingTransportation Research Board· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
afffundunlabeled
Toward optimized carbon fiber cementitious sensors
Niloofar Heirani, Fae Azhari
2024· article· en· Procedia Structural Integrity· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affaboutunlabeled
Use of Stored Snow for Summer Cooling Loads
Stuart J. Shelley
2021· article· en· Student Research Proceedings· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Ice Conditions At the Confederation Bridge - Winter 2000
D.J. Belliveau, Helen Hayden, S.J. Prinsenberg
2002· article· en· The Twelfth International Offshore and Polar Engineering Conference· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Effect of Insulation Layers on Subgrade Strength during Thaw Seasons
NT Haghi, Leila Hashemian, Alireza Bayat
2015· article· en· TAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sécurité routière - 2015 Congrès et Exposition de l'Association des transports du Canada· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affunlabeled
Accident Reduction Plus Bridge Preservation
Bob Persichetti
2007· article· en· Bridges Conversations in Global Politics and Public Policy· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Snow electrification observed at Memanbetsu
Masashi Kamogawa, Akira Kadokura, Yasuhiro Minamoto, Mitsuteru Sato, Shogen Saito
2014· article· en· Japan Geoscience Union· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Framework For Information Management In Monitoring Of The Confederation Bridge
Dambar N. Tiwari and Tom G. Brown
2006· article· en· Proceedings of the Joint CIB W78, W102, ICCCBE, ICCC, and DMUCE International Conference on Computing and Decision Making in Civil and Building Engineering, Montreal, Canada, 14-16 June· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Road Safety Improvement Activities
A. Baril
2009· article· en· 2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Winter in Toronto
Eric Tolton
2005· article· en· International airport review· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Friction and Prediction
J B Croll, Angelo Boccanfuso
2007· article· en· International airport review· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
TORONTO SALT MANAGEMENT PLAN IMPROVED AGAIN
George S. Welsh
2005· article· en· Better roads· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Special issue: Smart materials in civil structures
Maged A. Youssef
2025· article· AIMS Materials Science· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Effect of Plowing and Sanding on Friction and Stopping Distance During Braking (Poster)
Sahar Salimi, Somayeh Nassiri, Alireza Bayat
2014· article· en· 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_narrowconsensus · none
0
citations

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