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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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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.

affaffiliation
fundfunder
venuejournal
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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 3 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Price volatility in the airline markets
David Gillen, Benny Mantin
2009· article· en· Transportation Research Part E Logistics and Transportation Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
34
citations
fundno affno abstractunlabeled
Aviation tax and railway subsidy: An integrated policy
Changmin Jiang
2021· article· en· Transportation Research Part B Methodological· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
affno abstractunlabeled
High-speed rail networks, capacity investments and social welfare
Valentina Bracaglia, Tiziana D’Alfonso, Alberto Nastasi, Dian Sheng, Yulai Wan, Anming Zhang
2019· article· en· Transportation Research Part A Policy and Practice· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
31
citations
affno abstractunlabeled
Quality disclosure when firms set their own quality targets
Silke J. Forbes, Mara Lederman, Michael Wither
2018· article· en· International Journal of Industrial Organization· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
affunlabeled
Passenger Flow Model for Airline Networks
Jonathan Dumas, François Soumis
2008· article· en· Transportation Science· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
29
citations
aboutno affunlabeled
Local governance of greenhouse gas emissions from air travel
Anna Elofsson, Nora Smedby, Jörgen Larsson, Jonas Nässén
2018· article· en· Journal of Environmental Policy & Planning· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affno abstractunlabeled
Author Correction: Weather constraints on global drone flyability
Mozhou Gao, Chris H. Hugenholtz, T. A. Fox, Maja Kucharczyk, Thomas E. Barchyn, Paul R. Nesbit
2021· erratum· en· Scientific Reports· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
24
citations
affaboutunlabeled
Cross‐national segmentation
Edward R. Bruning, Michael Y. Hu, Wei Hao
2009· article· en· European Journal of Marketing· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
22
citations
aboutno affunlabeled
The Economics of Airport Operations
2017· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
afffundunlabeled
Exit, Tweets and Loyalty
Joshua S. Gans, Avi Goldfarb, Mara Lederman
2017· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
aboutno affunlabeled
Air Transport Services in Remote Regions
2011· paratext· en· Discussion papers· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
20
citations

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