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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 1 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.

affunlabeled
Psychopathy as a Clinical and Empirical Construct
2007· review· en· Annual Review of Clinical Psychology· Psychology
distilled prediction:candidate · metaepi_narrow+metaepi_broad+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
1,423
citations
affunlabeled
Where Should We Intervene?
2000· article· en· Criminal Justice and Behavior· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
785
citations
affunlabeled
Corporate psychopathy: Talking the walk
2010· article· en· Behavioral Sciences & the Law· Psychology
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
625
citations
affno abstractunlabeled
Structural models of psychopathy
2005· review· en· Current Psychiatry Reports· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
352
citations
affunlabeled
Risk Assessment With Young Offenders
2009· article· en· Criminal Justice and Behavior· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
346
citations

How this was built: Screen · Findings · About