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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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Aging and Gerontology Research
Retraction
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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.

1,486 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 17 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
What is a midlife crisis
Jessica Griggs
2013· article· en· The New Scientist· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Book reviews
Stephen Brookfield, Shelley Tracey, Ann‐Marie Bathmaker, Mary Smith, Kjell Rubenson, Sofia Nyström +6 more
2010· article· en· Studies in the Education of Adults· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Innovations and Challenges of Training in Geriatric Mental Health
Ellen Lee, Meera Balasubramaniam, Jin Hui Joo, Kevin J. Manning, Gregory M. Pontone, Julia Kirkham
2019· editorial· en· American Journal of Geriatric Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Wisdom
Mane Kara-Yakoubian, Amanda Rotella, Anna Dorfman, Igor Grossmann
2022· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
The Legacy of Helen Q. Kivnick
Debra Sheets, Michael A. Smyer, Linda Duncan Davis
2020· article· en· The Gerontologist· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About