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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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Psychopathy, Forensic Psychiatry, Sexual Offending
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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.

2,618 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.
2,618 works in the cohort · of 4,299,418page 4 of 53

Labels cover 5 of 2,618 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 2,618 of 2,618 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Preventing Suicide in Prisons, Part I
Norbert Konrad, Marc Daigle, Anasseril E. Daniel, Greg E. Dear, Patrick Frottier, Lindsay M. Hayes +3 more
2007· review· en· Crisis· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
156
citations
afffundunlabeled
High-Risk Sex Offenders May Not Be High Risk Forever
R. Karl Hanson, Andrew Harris, L. Maaike Helmus, David Thornton
2014· article· en· Journal of Interpersonal Violence· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
155
citations
affaboutunlabeled
The Violence Risk Scale
Kathy Lewis, Mark E. Olver, Stephen C. P. Wong
2012· article· en· Assessment· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
151
citations
affunlabeled
Instrumentally Violent Youths
Jillian Flight, Adelle E. Forth
2007· article· en· Criminal Justice and Behavior· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
148
citations
affunlabeled
Working Positively With Sexual Offenders
William L. Marshall, Tony Ward, Ruth E. Mann, Heather M. Moulden, Yolanda M. Fernandez, Geris A. Serran +1 more
2005· review· en· Journal of Interpersonal Violence· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
138
citations
affno abstractunlabeled
Treatment Response in CP/ADHD Children with Callous/Unemotional Traits
Sarah M. Haas, Daniel A. Waschbusch, William E. Pelham, Sará King, Brendan F. Andrade, Normand Carrey
2010· article· en· Journal of Abnormal Child Psychology· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
129
citations
affno abstractunlabeled
The DSM Diagnostic Criteria for Pedophilia
Ray Blanchard
2009· review· en· Archives of Sexual Behavior· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
129
citations

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