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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
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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 10 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.

aboutno affunlabeled
Southwest Airlines 2007
Thomas M. Box, Kent Byus
2009· article· en· Journal of the International Academy of Case Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Do Airline Bankruptcies Reduce Air Service
Severin Borenstein, Nancy L. Rose
2003· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
ROOM TO EXPAND
Graham Warwick
2003· article· en· Flight international· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
High-speed rail and employment disparity: A sectoral perspective
Longfei Zheng, Shuping Wu, Anming Zhang, Zhengyi Zhou
2025· preprint· en· Transportation Research Part A Policy and Practice· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
Supertug Simulation Feasibility Study
Massoud Bazargan, Mark Talaga, Yen-ping Wu
2006· article· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
The Economic Regulation of a European Hub Airport
Philippe Villard
2011· article· en· Public Works Management & Policy· 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
affno abstractunlabeled
Is Mixing Airport Charges Collusive?
Achim I. Czerny, Simon Cowan, Anming Zhang
2016· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affunlabeled
An Empirical Model of Behavioral Heterogeneity
Subal C. Kumbhakar, Efthymios G. Tsionas
2017· article· en· Review of Economic Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
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
Dubai: A Global Aviation Hub in the Making
Al Maktoum, Ahmed Bin Saeed
2009· article· en· International airport review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
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

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