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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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Resilience and Mental Health
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,236 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.
2,236 works in the cohort · of 4,299,418page 1 of 45

Labels cover 9 of 2,236 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 2,236 of 2,236 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.

affunlabeled
Health Measurement Scales
David L. Streiner, Geoffrey R. Norman, John Cairney
2014· book· en· Psychology
machine prediction:candidate · noneconsensus · none
2,570
citations
afffundunlabeled
Resilience across Cultures
Michael Ungar
2006· article· en· The British Journal of Social Work· Psychology
machine prediction:candidate · noneconsensus · none
1,855
citations
affunlabeled
Health Measurement Scales
David L. Streiner, Geoffrey R. Norman
2003· book· en· Psychology
machine prediction:candidate · noneconsensus · none
1,455
citations
afffundvenueaboutunlabeled
What is Resilience?
Helen Herrman, Donna E. Stewart, Natalia Diaz-Granados, Elena L. Berger, Beth Jackson, Tracy Yuen
2011· review· en· The Canadian Journal of Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
1,271
citations
affunlabeled
How Much Do We Really Know About Employee Resilience?
Thomas W. Britt, Winny Shen, Robert R. Sinclair, Matthew R. Grossman, David M. Klieger
2016· article· en· Industrial and Organizational Psychology· Psychology
machine prediction:candidate · noneconsensus · none
428
citations
afffundvenueno abstractunlabeled
The CYRM-12: A Brief Measure of Resilience
Linda Liebenberg, Michael Ungar, John C. LeBlanc
2013· article· en· Canadian Journal of Public Health· Psychology
machine prediction:candidate · noneconsensus · none
309
citations
affno abstractunlabeled
Comprehensive meta-analysis of resilience interventions
Jenny J. W. Liu, Natalie Ein, Julia Gervasio, Mira Battaion, Maureen J. Reed, Kristin S. Vickers
2020· review· en· Clinical Psychology Review· Psychology
machine prediction:candidate · noneconsensus · none
212
citations
affunlabeled
Pathways to Resilience
Gregory E. Miller, Margie E. Lachman, Edith Chen, Tara L. Gruenewald, Arun S. Karlamangla, Teresa E. Seeman
2011· article· en· Psychological Science· Psychology
machine prediction:candidate · noneconsensus · none
197
citations
affno abstractunlabeled
The CYRM-12: a brief measure of resilience.
Linda Liebenberg, Michael Ungar, John C. LeBlanc
2013· article· en· PubMed· Psychology
machine prediction:candidate · noneconsensus · none
159
citations
affno abstractunlabeled
Social Stress in the Twenty-First Century
Blair Wheaton, Marisa Young, Shirin Montazer, Katie Stuart-Lahman
2012· book-chapter· en· Handbooks of sociology and social research· Psychology
machine prediction:candidate · noneconsensus · none
156
citations
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