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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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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 3 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Structural brain correlates of adolescent resilience
Keith B. Burt, Robert Whelan, Patricia Conrod, Tobias Banaschewski, Gareth J. Barker, Arun L.W. Bokde +21 more
2016· article· en· Journal of Child Psychology and Psychiatry· Psychology
distilled prediction:candidate · noneconsensus · none
86
citations
affaboutunlabeled
A “Day in the Lives” of Four Resilient Youths
Linda Theron, Catherine Ann Cameron, Nora Didkowsky, Cindy Lau, Linda Liebenberg, Michael Ungar
2011· article· en· Youth & Society· Psychology
distilled prediction:candidate · noneconsensus · none
75
citations
affunlabeled
New Frontiers in Resilient Aging
P. S. Fry
2010· book· en· Cambridge University Press eBooks· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
75
citations
afffundunlabeled
Analyzing the Discourse of Dropouts and Resilient Students
Anne Lessard, Lynn Butler-Kisber, Laurier Fortin, Diane Marcotte
2013· article· en· The Journal of Educational Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
68
citations
affno abstractunlabeled
Resilience Versus Robustness in Aging
Svetlana Ukraintseva, Anatoliy I. Yashin, Konstantin G. Arbeev
2016· letter· en· The Journals of Gerontology Series A· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
67
citations
affunlabeled
Developing the Resilience Framework for Nursing and Healthcare
Janice M. Morse, Jacqueline Kent‐Marvick, Lisa A. Barry, Jennifer Harvey, Esther Narkie Okang, Elizabeth Rudd +2 more
2021· article· en· Global Qualitative Nursing Research· Psychology
distilled prediction:candidate · noneconsensus · none
57
citations

How this was built: Screen · Findings · About