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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 15 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 affno abstractunlabeled
Canada's second airport thrives
Chris Yates
2008· article· en· Jane's airport review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Mary Prettyman
2022· article· en· Scholarly Commons (Embry–Riddle Aeronautical University)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Competition and Collaboration in Air Transportation
Sveinn Vidar Gudmundsson, Eizo HIDESHIMA, Tae Hoon Oum
2007· article· en· Transportation Research Part E Logistics and Transportation Review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Verdsettelse av Norwegian Air Shuttle ASA
2022· dissertation· no· Duo Research Archive (University of Oslo)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial/Éditorial
2008· article· fr· Project Muse (Johns Hopkins University)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Gary Ho
2018· article· en· Scholarly Commons (Embry–Riddle Aeronautical University)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Привокзальні площі: реорганізація планувальних рішень під час реконструкції аеропортів
Агєєва Галина Миколаївна, Агеева Галина Николаевна, Agieieva Galyna, Волкова Анна Вікторівна, Волкова Анна Викторовна
2018· other· uk· Electronic Institutional Repository of the National Aviation University of Ukraine (National Aviation University, Ukraine)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Gary Ho
2018· article· Scholarly Commons (Embry–Riddle Aeronautical University)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Editorial
Changmin Jiang, Anming Zhang
2023· editorial· en· Transport Economics and Management· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Cost pass-through in the U.S. aviation industry
Chang Dong, Gamal Atallah, José Galdo
2025· article· en· Journal of Air Transport Management· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chunyan Yu
2018· article· Scholarly Commons (Embry–Riddle Aeronautical University)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Air Carrier Financial Statistics: second quarter: [2008]
2011· other· en· Rosa P: A digital library for transportation research (United States Department of Transportation)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Introduction
2020· book-chapter· en· Acceda (Universidad de Las Palmas de Gran Canaria)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Internationalization strategy of Quinta dos Termos to Canada
2015· dissertation· en· Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
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