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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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Cognitive Science and Mapping
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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.

552 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.
552 works in the cohort · of 4,299,418page 8 of 12

Labels cover 0 of 552 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 552 of 552 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Fuzzy Cognitive Modeling in Coastal Geomorphology
Alex Smith, Chris Houser, Brianna Lunardi, Jacob Lehner, Elizabeth George
2021· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Timing and number
Mary C. Olmstead, Valerie A. Kuhlmeier
2018· book-chapter· en· Cambridge University Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Cognitive Foundations of Climate Solutions
Jade Radke, Jiaying Zhao
2025· preprint· en· SSRN Electronic Journal· Computer Science
distilled prediction:candidate · research_integrityconsensus · none
0
citations
affunlabeled
Categorization and concept formation
Mary C. Olmstead, Valerie A. Kuhlmeier
2018· book-chapter· en· Cambridge University Press eBooks· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Could low reflective drusen indicate cognitive status
Caitlin Murphy, Sophie Hallot, Stephanie Pietrangelo, Alexandra Laoun‐Rubenstein, Racha Layous, Vanessa Bourget +6 more
2020· article· en· Investigative Ophthalmology & Visual Science· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affunlabeled
Knowledge Graphs and Ontologies
2023· book-chapter· en· Cambridge University Press eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Sociocognitive Inquiry
Brian R. Gaines, Mildred L. G. Shaw
2012· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.51847/56kSb9iLGh
2000· article· en· Time to knit· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Semantics Meets Attractiveness: Choice by Salience
ANGELO Enrico PETRALIA, Alfio Giarlotta, Stephen Watson
2022· article· en· SSRN Electronic Journal· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About