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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.

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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 1 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.

affunlabeled
Wisdom in Context
Igor Grossmann
2017· review· en· Perspectives on Psychological Science· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
291
citations
affunlabeled
Measuring the Character Strength of Wisdom
Jeffrey Dean Webster
2007· article· en· The International Journal of Aging and Human Development· Psychology
distilled prediction:candidate · noneconsensus · none
286
citations
affunlabeled
Looking While Unhappy
Derek M. Isaacowitz, Kaitlin Toner, Deborah Goren, Hugh R. Wilson
2008· article· en· Psychological Science· Psychology
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
270
citations
afffundunlabeled
Trajectories of Cognitive Decline and Social Relations
François Béland, Marı́a Victoria Zunzunegui, Beatriz Alvarado, À. Otero, Teodoro del Ser
2005· article· en· The Journals of Gerontology Series B· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
239
citations
afffundunlabeled
Agency and Motivation in Adulthood and Old Age
Jutta Heckhausen, Carsten Wrosch, Richard Schulz
2018· review· en· Annual Review of Psychology· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
210
citations
affno abstractunlabeled
Intraindividual Variability, Cognition, and Aging
David F. Hultsch, Esther Strauss, Michael A. Hunter, Stuart MacDonald
2015· book-chapter· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
181
citations
afffundunlabeled
Universal Design: A Step toward Successful Aging
Kelly Carr, Patricia L. Weir, Dory Azar, Nadia R. Azar
2013· article· en· Journal of Aging Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
158
citations
affunlabeled
Queering Aging Futures
Linn Sandberg, Barbara Marshall
2017· article· en· Societies· Psychology
distilled prediction:candidate · noneconsensus · none
154
citations
affunlabeled
Wisdom and Mental Health Across the Lifespan
Jeffrey Dean Webster, Gerben J. Westerhof, Ernst T. Bohlmeijer
2012· article· en· The Journals of Gerontology Series B· Psychology
distilled prediction:candidate · noneconsensus · none
143
citations
afffundunlabeled
Are the memories of older adults positively biased?
Myra A. Fernandes, Michael G. Ross, Melanie Wiegand, Emily Schryer
2008· article· en· Psychology and Aging· Psychology
distilled prediction:candidate · noneconsensus · none
140
citations
afffundunlabeled
Ageism in the time of COVID-19
Hannah J. Swift, Alison L. Chasteen
2021· article· en· Group Processes & Intergroup Relations· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
136
citations

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