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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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Transport and Economic Policies
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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.

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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.

900 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.
900 works in the cohort · of 4,299,418page 5 of 18

Labels cover 0 of 900 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 900 of 900 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
INTERMODAL'S BANNER QUARTER
John Gallagher
2004· article· en· Traffic world· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
TRUCKLOAD FIRMS END 2002 WITH STRONG 4TH QUARTER
Tiffany Wlazlowski
2003· article· en· Transport topics· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Internationale Erfahrungen mit oeffentlich-privater Finanzierung der Verkehrsinfrastruktur
H Kaschenz
2008· article· de· SCHRIFTENREIHE DER DEUTSCHEN VERKEHRSWISSENSCHAFTLICHEN GESELLSCHAFT E.V., REIHE B: SEMINAR· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
FLEET STATS 2001
L J Merisalo
2001· article· en· Progressive railroading· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
MAN OF ACTION
Peter Bradley
2001· article· en· Logistics management & distribution report· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Canada's light rail renaissance
Kevin Smith
2012· article· en· International railway journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Profitable Under Pressure
William C Vantuono, Luther S Miller
2012· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
COMMUTER RAIL DEVELOPMENTS 2004
V Wilkins
2004· article· en· Mass transit· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Cross-border shipping : the road now taken
Lisa Terry
2012· article· en· Thomas register's inbound logistics· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
RAIL TOURS TAKE PASSENGERS ON TRIPS TO REMEMBER
L Davis
2002· article· en· Metrologia· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Specification, three track car barge
2018· article· en· Open Collections· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Toronto's Rail Systems are Pushed to Perform
Ernst H Robl
2007· article· en· Metrologia· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Porter : Toronto's unique island airline
Andreas Spaeth
2015· article· en· Airways (Sandpoint, Idaho)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
MONTREAL: A GROWING ROLE FOR RAIL
W D Middleron
2002· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
An International Perspective on Surface Transportation Funding
Marla Westervelt, Joshua Schank, Paul Lewis
2015· article· en· Transportation Research Board 94th Annual MeetingTransportation Research Board· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
On Track with Major On-track Objectives
Jeff Stagl
2012· article· en· Progressive railroading· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Rail Starts to Speak Up
David Briginshaw
2008· article· en· International railway journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
BNSF-CN MERGER PROPOSAL SPARKS STB REVIEW.
Tony Beargie
2000· article· en· American shipper· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Bee Line to Hamilton's B Line
J. D. Thompson
2015· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Black Hills Gold
Andy Cummings
2009· article· en· Trains· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
L.A. Eyes Gold Line Expansion
David Lustig
2008· article· en· Trains· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
London Orbital Rail Comes Full Circle
Keith Barrow
2010· article· en· International railway journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Canada eyes customers
John D Boyd
2007· article· en· Traffic world· 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
TRAINS 2002 GUIDE TO RECREATIONAL RAILROADING
B. B. Bachman
2002· article· en· Trains· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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