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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
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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 2 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.

affno abstractunlabeled
Is Pedophilia a Sexual Orientation?
Michael C. Seto
2012· article· en· Archives of Sexual Behavior· Psychology
machine prediction:candidate · noneconsensus · none
285
citations
affunlabeled
What Exactly Is an Unusual Sexual Fantasy?
Christian C. Joyal, Amélie Cossette, Vanessa Lapierre
2014· article· en· The Journal of Sexual Medicine· Psychology
machine prediction:candidate · noneconsensus · none
279
citations
affunlabeled
Profiles of Psychopathy in Incarcerated Sexual Offenders
Stephen Porter, David R. Fairweather, Jeff Drugge, Hugues Hervé, Angela R. Birt, Douglas P. Boer
2000· article· en· Criminal Justice and Behavior· Psychology
machine prediction:candidate · noneconsensus · none
262
citations
affunlabeled
Reducing Prison Misconducts
Sheila A. French, Paul Gendreau
2006· article· en· Criminal Justice and Behavior· Psychology
machine prediction:candidate · noneconsensus · none
239
citations
affunlabeled
Effect of Mental Health Courts on Arrests and Jail Days
Henry J. Steadman, Allison D. Redlich, Lisa Callahan, Pamela Clark Robbins, Roumen Vesselinov
2010· article· en· Archives of General Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
238
citations
affunlabeled
Sexual Offender Recidivism Risk
R. Karl Hanson, KELLY E. MORTON, A. I. Harris
2003· article· en· Annals of the New York Academy of Sciences· Psychology
machine prediction:candidate · noneconsensus · none
216
citations
afffundunlabeled
Developmental Trajectories of Male Physical Violence and Theft
Edward D. Barker, Jean R. Séguin, Helene R. White, Marsha E. Bates, Éric Lacourse, René Carbonneau +1 more
2007· article· en· Archives of General Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
205
citations

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