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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 Practices and Supervision
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.

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.

924 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.
924 works in the cohort · of 4,299,418page 4 of 19

Labels cover 2 of 924 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 924 of 924 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Cultural Context of Clinical Assessment
Laurence J. Kirmayer, Cécile Rousseau, G. Eric Jarvis, Jaswant Guzder
2008· other· en· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
affunlabeled
The Substance Abuse Treatment Workforce of South Africa
Ruthlyn Sodano, Donnie W. Watson, Solomon Rataemane, Lusanda Rataemane, Nomvuyo Ntlhe, Richard A. Rawson
2009· article· en· International Journal of Mental Health and Addiction· Psychology
distilled prediction:candidate · noneconsensus · none
18
citations
venueno affunlabeled
Counselor Perceptions: Let Us Do Our Job!
Stephen Benigno
2017· article· en· Journal of Education and Learning· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
affvenueaboutunlabeled
The Impact of Conducting Research with a First Nation
Wes G. Darou, Jacques Kurtness, Andrew Hum
2000· article· en· Canadian Journal of Counselling and Psychotherapy· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
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How this was built: Screen · Findings · About