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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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Human-Automation Interaction and Safety
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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.

1,362 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.
1,362 works in the cohort · of 4,299,418page 10 of 28

Labels cover 1 of 1,362 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 1,362 of 1,362 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Smartwatches vs. Smartphones
Wayne C.W. Giang, Huei-Yen Winnie Chen, Birsen Donmez
2017· article· en· International Journal of Mobile Human Computer Interaction· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affunlabeled
Calibration of Confidence in Situation Awareness Queries
Frederick M. J. Lichacz, Brad Cain, Sejal Patel
2003· article· en· Proceedings of the Human Factors and Ergonomics Society Annual Meeting· Psychology
distilled prediction:candidate · noneconsensus · none
8
citations
afffundunlabeled
Psychophysiological models of hypovigilance detection: A scoping review
Alexandre Marois, Maëlle Kopf, Michelle Fortin, Maxime Huot‐Lavoie, Alexandre Martel, J. Gordon Boyd +2 more
2023· review· en· Psychophysiology· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
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
The LABY Microworld
Jean-Paul Imbert, Helen M. Hodgetts, Robert A. Parise, François Vachon, Sébastien Tremblay
2014· article· en· Proceedings of the Human Factors and Ergonomics Society Annual Meeting· Psychology
distilled prediction:candidate · noneconsensus · none
8
citations
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