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

8 results · 1 filter active ·
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20132023
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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.
8 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 8 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 8 of 8 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Understanding Variance in Pilot Performance Ratings
Timothy J. Mavin, Wolff-Michael Roth, Sidney Dekker
2013· article· en· Aviation Psychology and Applied Human Factors· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
35
citations
affunlabeled
Assessment of Nontechnical Skills
Wolff‐Michael Roth, Timothy J. Mavin
2013· article· en· Aviation Psychology and Applied Human Factors· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affunlabeled
Policy Capturing to Support Pilot Decision-Making
Alexandre Marois, Daniel Lafond, Amandine Audouy, Hugo Boronat, Patrick Mazoyer
2023· article· en· Aviation Psychology and Applied Human Factors· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
Toward Evidence-Based Decision Making in Aviation
Timothy J. Mavin, Wolff‐Michael Roth, Kassandra Kim Yoke Soo
2015· article· en· Aviation Psychology and Applied Human Factors· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Assessing Locus of Control in Pilots
Hiten P. Dave, Karina Mesárošová, Alex B. Siegling, Paul F. Tremblay, Donald H. Saklofske
2019· article· en· Aviation Psychology and Applied Human Factors· Health Professions
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
A Request for Regulatory Revision
Kyung In Yoo, Jan M. Davies
2015· article· en· Aviation Psychology and Applied Human Factors· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About