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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
Evidence
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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 21 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. 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
Mental health courts
Richard D. Schneider
2008· review· en· Current Opinion in Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Psychopathic Traits and the Cheater–Hawk Hypothesis
Angela S. Book, Tabitha Methot-Jones, Julie Blais, Ashley Hosker-Field, Anthony A. Volk, Beth A. Visser +3 more
2016· article· en· Journal of Interpersonal Violence· Psychology
machine prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Mental patients in prisons
Julio Arboleda‐Flórez
2009· article· en· World Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
22
citations
affno abstractunlabeled
Female Sexual Offenders: An Overview
Franca Cortoni, Theresa A. Gannon
2015· book-chapter· en· Psychology
machine prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Primary erotic preference in a group of child molesters
Lea H. Studer, A. Scott Aylwin, Steven R Clelland, John R. Reddon, Roy R. Frenzel
2002· article· en· International Journal of Law and Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
21
citations
affaboutunlabeled
The Hostile Interpretations Questionnaire
David J. Simourd, Joelle M. Mamuza
2000· article· en· Criminal Justice and Behavior· Psychology
machine prediction:candidate · noneconsensus · none
21
citations
affvenueno abstractunlabeled
Violence and Mental Disorders
John MW Bradford
2008· editorial· en· The Canadian Journal of Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Adolescents Who Have Sexually Offended
Marnie E. Rice, Grant T. Harris, Carol Lang, Terry C. Chaplin
2011· article· en· Sexual Abuse· Psychology
machine prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Firesetting Reoffending: A Meta-Analysis
Katie Sambrooks, Mark E. Olver, Tom Page, Theresa A. Gannon
2021· article· en· Criminal Justice and Behavior· Psychology
machine prediction:candidate · metaepi_broadconsensus · none
21
citations
affno abstractunlabeled
Psychological Treatment of Sex Offenders
William L. Marshall, Liam E. Marshall
2014· review· en· Psychiatric Clinics of North America· Psychology
machine prediction:candidate · noneconsensus · none
21
citations

How this was built: Screen · Findings · About