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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 5 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
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· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
10
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
Do Airlines Pad Their Schedules?
Silke J. Forbes, Mara Lederman, Zhe Yuan
2017· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
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
affunlabeled
Airfare price insurance: a real option model
Adishwar K. Jain, Raymond A. K. Cox
2010· article· en· The Journal of Risk Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
DEVELOPMENT OF AIR TRANSPORT INDUSTRY IN THE ASIA‐PACIFIC REGION
Kevin Cullinane, Michael Firth, Michael Ka Yiu Fung, Stephen Gong, Japhet S. Law, Anming Zhang
2011· article· en· Pacific Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations

How this was built: Screen · Findings · About