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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 age
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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.

53 results · 1 filter active ·
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20002016
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
53 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 53 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 53 of 53 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
FINDING THE RIGHT PROFILE
T Judge
2000· article· en· Railway age· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affunlabeled
ECP: HOW SOON?
M Luczak
2001· article· en· Railway age· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
MEXICO: LAND OF OPPORTUNITY
Lawrence H Kaufman
2001· article· en· Railway age· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
THE POWER OF REMOTE CONTROL
M Luczak
2005· article· en· Railway age· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
On the Move Again
William C Vantuono
2015· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
ECP BRAKING GETS RESULTS
F Carlson, Benjamin Smith
2000· article· en· Railway age· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
A Few Clean Breakthroughs
William C Vantuono
2013· article· en· Railway age· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Fighting Fire with Fire Trains
Bruce E Kelly
2016· article· en· Railway age· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Keep Them Moving
William C Vantuono
2005· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
RAILROADING IN 2003. PART 1: CHANGE IS IN THE AIR
William C Vantuono
2002· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Modernizing a Maze
Greg Gormick
2005· article· en· Railway age· 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
Passenger Rail Planner's Guide 2006
Greg Gormick
2006· article· en· Railway age· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CP + NS: Where Do Small Roads Figure?
Roy Blanchard
2016· article· en· Railway age· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
LRT for Canada's Capital
J. D. Thompson
2013· article· en· Railway age· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
SAFETY, INTERCHANGEABILITY GO HAND-IN-HAND
P T Ameen, D C Meeks
2000· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
CPR: PATIENCE, PRECISION, PRUDENCE
Greg Gormick
2004· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
CP's Next Move
Bruce E Kelly
2015· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
2008 Freight Rail Outlook: Railroads Under Siege
William C Vantuono
2007· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
SIMPLIFYING SIGNAL DESIGN
William C Vantuono
2000· article· en· Railway age· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
WEATHERING THE STORM
T Judge
2004· article· en· Railway age· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
TIGHTENING UP THE BORDER
Alex Binkley
2002· article· en· Railway age· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
OTTAWA IN TRANSIT: RAIL IS THE FUTURE
William D. Middleton
2003· article· en· Railway age· Social Sciences
distilled prediction:candidate · noneconsensus · none
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
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
Pacific Transit Trifecta
Douglas John Bowen
2008· article· en· Railway age· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Bold Plans for Toronto
Douglas John Bowen
2008· article· en· Railway age· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CN: Capital-intensive, customer-driven
William C Vantuono
2013· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
THE MERGER END-GAME LOOMS. MIDYEAR REPORT
Lawrence H Kaufman
2000· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
CN: SAFER, FASTER, SMARTER
Greg Gormick
2004· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
CN Again Shows the Way
William C Vantuono
2008· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Ontario on the Move
J. D. Thompson
2015· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Freight Cars: A Red-hot Market
Luther S Miller
2011· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Watt's Up? A New Look at Electrification
Douglas John Bowen
2013· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
HANDS FREE TO THE AIRPORT
Caroline Cook
2004· article· en· Railway age· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Passenger Rail Planner's Guide 2008
Douglas John Bowen, Joe McHugh, Edward R Hamberger, Greg Gormick
2008· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Facing the Challenge of a Growth Industry
William C Vantuono
2005· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
HOW CPR DEFINES SCHEDULED RAILROADING
Frank Malone
2003· article· en· Railway age· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
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