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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.

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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 16 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
Dynamic risk assessment: A validation study
Robert D. Morgan, Daryl G. Kroner, Jeremy F. Mills, Catherine Serna, Brendan R. McDonald
2012· article· en· Journal of Criminal Justice· Psychology
machine prediction:candidate · noneconsensus · none
35
citations
affunlabeled
Preventative Services for Sexual Offenders
Lyne Piché, Jeffrey Mathesius, Patrick Lussier, Anton Schweighofer
2016· article· en· Sexual Abuse· Psychology
machine prediction:candidate · noneconsensus · none
34
citations
affunlabeled
Systemic Issues and Correctional Outcomes
Carl B. Clements, Richard Althouse, Robert K. Ax, Phillip R. Magaletta, Thomas J. Fagan, J. Stephen Wormith
2007· article· en· Criminal Justice and Behavior· Psychology
machine prediction:candidate · noneconsensus · none
34
citations
affunlabeled
Psychopathy in a Civil Psychiatric Outpatient Sample
Ricardo de Oliveira‐Souza, Jorge Moll, Fátima Azevedo Ignácio, Robert D. Hare
2008· article· en· Criminal Justice and Behavior· Psychology
machine prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Incarceration and recidivism among sexual offenders.
Kevin L. Nunes, Philip Firestone, Audrey F. Wexler, Tamara L. Jensen, John Bradford
2007· article· en· Law and Human Behavior· Psychology
machine prediction:candidate · noneconsensus · none
33
citations
affvenueunlabeled
Lay Perceptions of Child Pornography Offenders
Anita Lam, Jennifer Mitchell, Michael C. Seto
2010· article· en· Canadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale· Psychology
machine prediction:candidate · noneconsensus · none
32
citations

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