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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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Counseling, Therapy, and Family Dynamics
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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
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aboutaboutness

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

852 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.
852 works in the cohort · of 4,299,418page 2 of 18

Labels cover 2 of 852 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 852 of 852 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
One Story at a Time
Paula J. Gardner, Jennifer Poole
2009· article· en· Journal of Applied Gerontology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
45
citations
affunlabeled
Core skills in motivational interviewing.
Henny A. Westra, Adi Aviram
2013· article· en· Psychotherapy· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
40
citations
affunlabeled
PRACTICING AS A POSTMODERN SUPERVISOR
Michael Ungar
2006· article· en· Journal of Marital and Family Therapy· Psychology
distilled prediction:candidate · noneconsensus · none
39
citations
affaboutunlabeled
Therapeutic Letters in Nursing
Nancy J. Moules
2009· article· en· Journal of Family Nursing· Psychology
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Working with Metaphor in Narrative Therapy
Teresa Legowski, Keith Brownlee
2001· article· en· Journal of Family Psychotherapy· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
35
citations
aboutno affunlabeled
Emotionsfokussierte Therapie
2012· article· de· Psychiatrische Praxis· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
27
citations
affno abstractunlabeled
Letter writing as a therapeutic tool
Henry A. Davidson, C. Laird Birmingham
2001· article· en· Eating and Weight Disorders - Studies on Anorexia Bulimia and Obesity· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
26
citations
affunlabeled
A Sociodynamic Perspective for Counselling
R. Vance Peavy
2000· article· en· Australian Journal of Career Development· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
affunlabeled
The Experience of Waiting
Vera Caine, Andrew Estefan
2011· article· en· Qualitative Inquiry· Psychology
distilled prediction:candidate · noneconsensus · none
26
citations
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