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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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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.

40 results · 1 filter active ·
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20222025
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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.
40 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 40 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 40 of 40 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Distributed Learning in Healthcare
2022· book-chapter· en· Integrated science· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+open_science+research_integrityconsensus · open_science
10
citations
affno abstractunlabeled
Integrated Education and Learning 2050
2022· book-chapter· en· Integrated science· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Brain, Decision-Making, and Mental Health 2050
2023· book-chapter· en· Integrated science· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Integrated Science of Global Epidemics 2050
2023· book-chapter· en· Integrated science· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
3
citations
affno abstractunlabeled
Chronic Stress and Cognitive Aging
2024· book-chapter· en· Integrated science· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Biodigital Being(s): Praxis Body Futures
2023· book-chapter· en· Integrated science· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts
1
citations
affno abstractunlabeled
Music Medicine for Neurological Disorders
2024· book-chapter· en· Integrated science· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About