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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 35 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
Just an Incest Offender?
Lea H. Studer, Christine Sribney, A. Scott Aylwin, John R. Reddon
2011· other· en· Psychology
machine prediction:candidate · noneconsensus · none
4
citations
affvenueno abstractunlabeled
Reply to Webster, Gartner, and Doob
Ron Langevin, Suzanne Curnoe, Paul Fedoroff
2006· article· en· Canadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale· Psychology
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Overkill in forensic medicine: A systematic review
Fotios Chatzinikolaou, Εleftherios Vavoulidis, Theodora Tsiapla, Chrysoula Margioula‐Siarkou, Konstantinos Dinas, Stamatios Petousis
2025· review· en· Acta Psychologica· Psychology
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Dysfunctional Anger and Sexual Violence
A.G. Ahmed
2014· review· en· Psychiatric Clinics of North America· Psychology
machine prediction:candidate · noneconsensus · none
4
citations
venueno affno abstractunlabeled
Invited introductory remarks to the special issue.
James R. P. Ogloff
2004· article· en· Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement· Psychology
machine prediction:candidate · noneconsensus · none
4
citations

How this was built: Screen · Findings · About