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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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Railway Engineering and Dynamics
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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.

555 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.
555 works in the cohort · of 4,299,418page 10 of 12

Labels cover 1 of 555 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 555 of 555 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
The Daily Canadian
2015· article· en· Open Collections· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Rotated-Ellipse Arch Pedestrian Bridge for the Calgary West Light Rail Transit Extension Project
Eanson Ho, M Knaus
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
venueaboutno affunlabeled
Fibre optic sensing for thermal stress measurement
Merrina Zhang, Alireza Roghani, Neil A. Hoult, Christian Barker, Paul Charbachi
2020· article· en· NPARC· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Simulation-based evaluation of maintenance strategies using look-up tables
Abderrahman Ait Ali, Saeed Hossein Nia, Kristofer Odolinski, Peter Torstensson, Sebastian Stichel
2025· article· en· Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Preventive grinding on Estrada de Ferro Carajás, Brazil
Peter S. Sroba, Fernando Sgavioli, Richard Joy, José Gomes dos Santos, Antonio C. A. Pina, Robert Caldwell
2013· article· en· NPARC· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Analysis of Materials Used in Hyperloop Capsule
Vinod Kumar. G. S, B Adarsh., M Hemanth., B Jathin., Jayaprakash. D. V
2022· article· en· International Journal for Research in Applied Science and Engineering Technology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Train Internal Noise Due to Wheel-Rail Interaction
Wenjun Luo, Junnan Jiang, Wennian Yu, Chris K. Mechefske
2018· article· en· Journal of Testing and Evaluation· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Total friction management on Canadian Pacific
M D Roney, Donald T. Eadie, Kevin Oldknow, Rob Caldwell, Peter S. Sroba, Marco Santoro
2009· article· en· NPARC· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Role of Profile Quality Indices in Rail Profile Optimization
Teever Handal, Sean Regehr, Eric Magel, Kevin Oldknow, Gustavo Silva
2024· book-chapter· en· Lecture notes in mechanical engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About