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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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Railway track and structures
Topic
Retraction
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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.

26 results · 1 filter active ·
Results by year
20002014
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Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
26 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 26 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 26 of 26 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
BRIDGE DECK FASTENER EVALUATION AT FAST
Duane Otter, Brian Doe
2005· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
TORONTO SQUEEZES IN NEW SUBWAY LINE
Tracey Budd, W. Raymond Duncan, T Lee
2004· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
When Winter Comes Calling
Mischa Wanek-Libman
2014· article· en· Railway track and structures· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
"Generic" Commuter Wheel-Rail Profiles
Eric Magel, Ali Tajaddini
2005· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
GRINDING TAKING ON NEW PROFILE
Kazuo Matoba
2000· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
DEALING WITH M/W UNDER HEAVY HAUL
T Judge
2000· article· en· Railway track and structures· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Optimizing Winter Speed Restrictions
Yan Liu, Chris Ladubec, J. Preston–Thomas, Eric Magel, M D Roney
2008· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
RAIL GRINDING ON CN
K Sawley, John Robinson
2000· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Building the Energy Boom
Mischa Wanek-Libman
2013· article· en· Railway track and structures· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Expanding Canadian National's Kirk Yard
Jennifer Núñez
2014· article· en· Railway track and structures· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
RAILROADS COMMITTED TO ENVIRONMENT
T Judge
2002· article· en· Railway track and structures· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
ADVANCES IN RAIL GRINDING
M D Roney
2002· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Expansion Fuels: GO Transit’s Future
Mischa Wanek-Libman
2014· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
TTC STREAMLINES M/W PLANNING
T Lee, Allan M. Zarembski, J Weisgerber
2002· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
BRIDGES REQUIRE TLC
T Judge
2002· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
RAILROAD M/W BUDGETS TRENDING UPWARD
T Judge
2004· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A CLOSER LOOK AT HIGH-CARBON RAIL
T Judge
2004· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CPR CONTRACTOR NET BOOSTS RESPONSE TIME
T Judge
2001· article· en· Railway track and structures· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
OPTIMIZING THE SYSTEM ON CPR'S BC SOUTH LINE
M D Roney, D K Meyler, Eric Magel, P Sroba
2001· article· en· Railway track and structures· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Railroads Continue Big Spending on M/W
T Judge
2007· article· en· Railway track and structures· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations

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