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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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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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

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 12 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
CLARE: Cognitive Load Assessment in Real-Time With Multimodal Data
Anubhav Bhatti, Prithila Angkan, Behnam Behinaein, Zunayed Mahmud, Dirk Rodenburg, Heather Braund +8 more
2025· article· en· IEEE Transactions on Cognitive and Developmental Systems· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affaboutunlabeled
Cell Phone Use and Crash Risk
Murray A. Mittleman, Malcolm Maclure, Elizabeth Mostofsky
2012· letter· en· Epidemiology· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
6
citations
affunlabeled
Finding Common Ground
Dev Minotra, Catherine M. Burns
2014· article· en· Journal of Cognitive Engineering and Decision Making· Psychology
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Attention Assessment of Aircraft Pilots Using Eye Tracking
Maryam Ghaderi, Amin Bonyad Khalaj, Hamdi Ben Abdessalem, Claude Frasson
2023· book-chapter· en· Lecture notes in computer science· Psychology
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Automating driver visual behavior measurement
Trent Victor, Olle Blomberg, Alexander Zelinsky
2012· article· en· Lund University Publications (Lund University)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations

How this was built: Screen · Findings · About