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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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Traffic world

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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.

91 results · 1 filter active ·

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20002009

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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.

91 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 91 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 91 of 91 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled

PROFITABLE CLARKE CHANGES CEO

John D Schulz

2003· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

MONTREAL'S BOX BACKUP

Kathryn Horibe

2004· article· en· Traffic world· Engineering

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Bordering on security

Angela Greiling Keane

2005· article· en· Traffic world· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Maroun'ed in Detroit

Angela Greiling Keene

2005· article· en· Traffic world· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affno abstractunlabeled

CANADIAN RAIL LABOR URGES HEARINGS.

Alex Binkley, Frank N Wilner

2000· article· en· Traffic world· Engineering

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Air Canada gets domestic

John D Boyd

2006· article· en· Traffic world· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Pacific gateway strategy

Bill Dibenedetto

2006· article· en· Traffic world· Engineering

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Knight's bright quarter

William B Cassidy

2006· article· en· Traffic world· Medicine

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

DEFUSING A CRISIS.

John D Schulz, William B Cassidy

2003· article· en· Traffic world· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Smooth shipping for abrasives

William Hoffman

2005· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

CP TAKES BROOKLYN

John Gallagher

2001· article· en· Traffic world· Environmental Science

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Montreal picks Pelletier

William B Cassidy

2007· article· en· Traffic world· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affno abstractunlabeled

A VERY STRONG QUARTER

John D Schulz

2002· article· en· Traffic world· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Vancouver gets greener

Bill Mongelluzzo

2006· article· en· Traffic world· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Air Canada boosts freight

Ed McKenna

2005· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Shippers bordering on security

John Gallagher

2007· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

CN's pain, truckers' gain

John Gallagher

2007· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Vitran builds on logistics

John Gallagher

2007· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

IS IT XENOPHOBIA

Frank N Wilner

2000· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Redrawing intermodal's map

John D Boyd

2007· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

UP's better quarter

John Gallagher

2006· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

BAX'S BETTER QUARTER

Kristin S Krause

2002· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

DELAYS HURT VANCOUVER

Leo Quigley

2001· article· en· Traffic world· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Pulling back freighters

Ian Putzger

2007· article· en· Traffic world· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

GF-X GETS A COMPETITOR

Kristin S Krause

2002· article· en· Traffic world· Engineering

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Cutting back in Canada

John Gallagher

2008· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

BUILDING AIR CANADA CARGO

Ed McKenna

2005· article· en· Traffic world· Economics, Econometrics and Finance

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Leveling its playing field

John Gallagher

2008· article· en· Traffic world· Engineering

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Green pastures at CP

Fred Green

2006· article· en· Traffic world· Engineering

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

AVERITT EXPRESS ADDS CANADA

William B Cassidy

2004· article· en· Traffic world· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affno abstractunlabeled

AIRBORNE UP FOR QUARTER

Kristin S Krause

2002· article· en· Traffic world· Environmental Science

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Fourth quarter fallout

John Gallagher

2007· article· en· Traffic world· Medicine

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

ONTARIO'S LONG ROAD

Ian Putzger

2004· article· en· Traffic world· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

CN's long strike shakeout

John D Boyd

2007· article· en· Traffic world· Engineering

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Seeking northern exposure

John Gallagher

2008· article· en· Traffic world· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Coming up 777s

Ed McKenna

2005· article· en· Traffic world· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

CRASH HIGHLIGHTS AIRLINE SAFETY RECORD

Ed McKenna

2004· article· en· Traffic world· Health Professions

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Mixed intermodal signals

John D Boyd

2008· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

TransX ices expansion

Bill Carey

2006· article· en· Traffic world· Business, Management and Accounting

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Bordering on frustration

William B Cassidy

2007· article· en· Traffic world· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Canada rails work on labor

John Gallagher

2005· article· en· Traffic world· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

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