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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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Aviation Industry Analysis and Trends
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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.

874 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.
874 works in the cohort · of 4,299,418page 12 of 18

Labels cover 1 of 874 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 874 of 874 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
Green and friendly
Carroll McCormick
2012· article· en· Airports international· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
AIR CANADA: FUNDAMENTALLY REINVESTED?
Heini Nuutinen
2004· article· en· Aviation strategy· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Airline Economics: An Introductory Survey
Anming Zhang, Yahua Zhang
2017· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Car Parking Management at Airports: Special Case?
Stephen Ison, Tom Rye, Michael Carreno, Kelly Aldridge
2006· article· en· Transportation Research Board 85th Annual MeetingTransportation Research Board· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Global airline productivity analysis for the year 2022
Xiaoqian Sun, C. Zheng, Xiaowen Fu, Martin Dresner, ANMING ZHANG, Sebastian Wandelt
2025· article· en· Journal of Air Transport Management· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Which Channel Works Best
Michele Mcdonald
2007· article· en· Air transport world· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Airport Congestion Pricing and Passenger Types
Achim I. Czerny, Anming Zhang
2010· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Overflight Traffic Analysis for Forecasting
Paul Cripwell
2011· article· en· Transportation Research Board 90th Annual MeetingTransportation Research Board· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CALLING THE TUNE
Paul Seidenman
2003· article· en· Flight international· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CARGO-POWERED QUARTER
Kristin S Krause
2000· article· en· Traffic world· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Impact of COVID-19 Pandemic on Singapore’s Aviation Industry
Easwaramoorthy Rangaswamy, Winston Hoo Kian Hoe, Nishad Nawaz
2024· book-chapter· en· Lecture notes in networks and systems· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A review of the international experience of airline deregulation
Natália dos Santos Ferreira, German Alberto Barragán De Los Rios, Miguelangelo Geimba de Lima
2008· review· en· Journal of Transport Literature· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Locating an Airport by Voting
H. A. Eiselt, Vladimir Marianov, Joyendu Bhadury
2023· book-chapter· en· International series in management science/operations research/International series in operations research & management science· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A Tale of Two Airlines: Westjet and Canada 3000
Bernadette Martin, Dorothee Feils, Grace C. Allen
2005· article· en· Journal of the International Academy of Case Studies· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Security meets customer service in Canada
Yves Duguay
2011· article· en· International airport review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
EUROPE'S TRAFFIC DEVELOPERS
Bernie Baldwin
2001· article· en· Regional airline world· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
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