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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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Infrastructure Maintenance and Monitoring
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,403 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.
1,403 works in the cohort · of 4,299,418page 22 of 29

Labels cover 1 of 1,403 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 1,403 of 1,403 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
What Do I Have and Where is it Located? Quantifying Ontario’s Municipal Lane Kilometres
Justin Smith
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· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
By
2008· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Performance-Specified Maintenance Contracts: Canadian Case Study
Lori Schaus, Susan Tighe
2007· article· en· Transportation Research Board 86th Annual MeetingTransportation Research Board· Engineering
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
0
citations
affunlabeled
Image analysis for modelling shear behaviour
Philippe Lopez, Joëlle Riss, Sylvie Gentier, Rock Flamand, G. Archambault, Soizic Bouvet
2000· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
RAMP: The City of Calgary Roads Asset Management Program
Nico Bernard
2008· article· en· Seventh International Conference on Managing Pavement AssetsTransportation Research BoardAlberta Infrastructure and Transportation, CanadaFederal Highway Administration· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
2014 Manitoba Southwest Region Bridge Flood Response and Recovery
T Hengen, R Andrushuk, R Eden, D Monnier
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· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Utilization of MMS and GPS in Roads Surveying
Soumyaranjan Panda, Arun Kumar Rajamandrapu, Bhanu Prakash Reddy Rella, Salma Hanane
2025· book-chapter· en· Lecture notes in networks and systems· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Evaluation of Work Zone Capacity Models
Carolyn Hicks, Brenda McCabe, Susan Tighe
2009· article· en· Construction Research Congress 2009· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
PROSPECTIVE MANAGEMENT OF HIGHWAY PAVEMENT REHABILITATION PROGRAMMING
L Ningyuan, T Kazmierowski, Ralph Haas
2000· article· en· SECOND ASIA PACIFIC CONFERENCE & EXHIBITION ON TRANSPORTATION AND THE ENVIRONMENT 11-13 APRIL 2000 BEIJING, P.R.CHINA· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Location-Based Bridge Inspection Decision-Support System
Amin Hammad, Yongxin Hu
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· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affaboutunlabeled
Night Work Specification of Nova Scotia, Canada
Gerard A. Kennedy
2005· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
City of Calgary's Pavement Management System - Performance Indices Comparison (Poster)
Lakkavalli, S Dhanoa, J Chyc-Cies
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· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Rationalization of Low Volume Roads in New Brunswick
P Allaby, Jennifer Logan, Tyrone Parsons
2012· article· en· 2012 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: INNOVATIONS AND OPPORTUNITIES· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
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