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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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Air transport 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.

60 results · 1 filter active ·
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20002018
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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.
60 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 60 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 60 of 60 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
COMPONENT MRO STARS
Perry Flint
2000· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
aboutno affunlabeled
A Different Flight Path
Perry Flint
2006· article· en· Air transport world· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
HAS THE LOW-FARE MOMENT PASSED?
Geoff Thomas
2005· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
A Whole Different Animal
Sandra Arnoult
2007· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Air Cargo Flattens Out
Aaron Karp
2009· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Tapping the Ancillary Revenue Well
Michele Mcdonald
2009· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
World Airline Report: Location, Location, Location
Perry Flint
2006· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Recovery Comes to Crashing Halt
Aaron Karp
2008· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Controlling Costs and Capacity
Aaron Karp
2006· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Back in the Black
Aaron Karp
2006· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Will the Boom Go Bust
Aaron Karp
2007· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Nowhere To Go But Up
Aaron Karp
2007· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Edmonton's Energetic Expansion
Aaron Karp
2006· article· en· Air transport world· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
THE GREAT DIVIDE
Perry Flint, L Farrar
2005· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Which Channel Works Best
Michele Mcdonald
2007· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
LOW FARES + HIGH FUEL = LOSSES
L Farrar, Perry Flint
2005· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
LEGACY OF LOSSES
L Farrar, Perry Flint
2005· article· en· Air transport world· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
ROYAL AIR MAROC BOOSTS TOURIST MARKETS
Anthony Vandyk
2002· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
SELLING TRAVEL WHERE CASH IS STILL KING
Michele Mcdonald
2005· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Revenue Window of Opportunity
Brian Straus
2008· article· en· Air transport world· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
'IT'S GOING TO BE SPECTACULAR'
Robert Milton
2000· article· en· Air transport world· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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