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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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Aging and Gerontology Research
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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
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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.

1,486 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.
1,486 works in the cohort · of 4,299,418page 4 of 30

Labels cover 5 of 1,486 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 1,486 of 1,486 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Laughing to longevity—the work of elder clowns
Bernie Warren, Peter Spitzer
2011· article· en· The Lancet· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
55
citations
affno abstractunlabeled
Self-Report Wisdom Measures
Jeffrey Dean Webster
2019· book-chapter· en· Cambridge University Press eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
53
citations
affno abstractunlabeled
A scoping review of ageism towards older adults in cancer care
Kristen R. Haase, Schroder Sattar, Sophie Pilleron, Yentl Lambrechts, Michelle Hannan, Erna Navarrete +10 more
2022· review· en· Journal of Geriatric Oncology· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
52
citations
afffundunlabeled
Sense of Control in Late Life
Judith G. Chipperfield, Nancy E. Newall, Raymond P. Perry, Tara L. Stewart, Daniel S. Bailis, Joelle C. Ruthig
2012· article· en· Personality and Social Psychology Bulletin· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
51
citations
afffundno abstractunlabeled
Wisdom is a social-ecological rather than person-centric phenomenon
Igor Grossmann, Anna Dorfman, Harrison Oakes
2019· review· en· Current Opinion in Psychology· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
51
citations
affno abstractunlabeled
Sex Differences in Cognition Across Aging
Bonnie H. Lee, Jennifer E. Richard, Romina Garcia de leon, Shunya Yagi, Liisa A.M. Galea
2022· review· en· Current topics in behavioral neurosciences· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
51
citations
affvenueunlabeled
I May Be Frail But I Ain’t No Failure
Sandra Richardson, Sathya Karunananthan, Howard Bergman
2011· article· en· Canadian Geriatrics Journal· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
49
citations
affunlabeled
Measurement Burst Design
Robert S. Stawski, Stuart MacDonald, Martin J. Sliwinski
2015· other· en· The Encyclopedia of Adulthood and Aging· Psychology
distilled prediction:candidate · noneconsensus · none
49
citations

How this was built: Screen · Findings · About