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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.

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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Journal of Air Transport Management
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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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

63 results · 1 filter active ·
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20022025
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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.
63 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 63 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 63 of 63 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The evolution of airport ownership and governance
David Gillen
2010· article· en· Journal of Air Transport Management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
197
citations
affno abstractunlabeled
Aeropolitics in a post-COVID-19 world
John Macilree, David Duval
2020· article· en· Journal of Air Transport Management· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
67
citations
afffundno abstractunlabeled
Social distancing in airplane seat assignments
Mostafa Salari, R. John Milne, Camelia Delcea, Lina Kattan, Liviu‐Adrian Cotfas
2020· article· en· Journal of Air Transport Management· Engineering
distilled prediction:candidate · noneconsensus · none
58
citations
affno abstractunlabeled
Weekend effect in airfare pricing
Benny Mantin, Bonwoo Koo
2009· article· en· Journal of Air Transport Management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
49
citations
aboutno affno abstractunlabeled
Oil price dynamics and airline earnings predictability
Huabing Wang, Xiang Gao
2020· article· en· Journal of Air Transport Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
fundno affno abstractunlabeled
Advance purchase behaviors of air tickets
Yu‐Chiun Chiou, Chia-Hsin Liu
2016· article· en· Journal of Air Transport Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
12
citations
aboutno affno abstractunlabeled
Analyzing airlines market service using panel data
Ahmed Abdelghany, Vitaly S. Guzhva
2009· article· en· Journal of Air Transport Management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Comment on “legacy carriers fight back”
Mike Tretheway
2010· article· en· Journal of Air Transport Management· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations

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