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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 11 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.

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
affunlabeled
Charting the Edges of Human Performance
Barry Kirwan, Matthias Wies, Rebecca Charles, Charles-Alban Dormoy, Théodore Letouze, Alia Lemkadden +4 more
2019· article· en· MATEC Web of Conferences· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
Blue Force Tracking
Geoffrey Ho, Justin G. Hollands, Michael Tombu, Ken Ueno, Matt Lamb
2013· article· en· Proceedings of the Human Factors and Ergonomics Society Annual Meeting· Psychology
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Uncertainties in complex dynamic environments
Hasmik Atoyan, Jean‐Marc Robert, Jean-Rémi Duquet
2014· article· en· Journal d Interaction Personne-Système· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
afffundunlabeled
Robot-Human Interaction
David St-Onge, Nicolas Reeves, N. Petkova
2017· article· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
Control Task Analysis for Applied Settings
Tab Lamoureux, Lisa Rehak, Jeff Bos, Bruce A. Chalmers
2006· article· en· Proceedings of the Human Factors and Ergonomics Society Annual Meeting· Psychology
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Control Task Analysis in Action
Maryam Ashoori, Catherine M. Burns, Kathryn Momtahan
2011· article· en· Proceedings of the Human Factors and Ergonomics Society Annual Meeting· Psychology
distilled prediction:candidate · noneconsensus · none
7
citations
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