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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.

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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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Trauma Violence & Abuse
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Retraction
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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.

178 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.
178 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 178 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 178 of 178 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
Sexual Revictimization
Catherine Classen, Oxana Palesh, Rashi Aggarwal
2005· review· en· Trauma Violence & Abuse· Social Sciences
machine prediction:candidate · noneconsensus · none
817
citations
affunlabeled
Childhood Maltreatment and Educational Outcomes
Elisa Romano, Lyzon Babchishin, Robyn Marquis, Sabrina Fréchette
2014· review· en· Trauma Violence & Abuse· Psychology
machine prediction:candidate · noneconsensus · none
343
citations
affunlabeled
The Origins of Sexual Offending
William L. Marshall, Liam E. Marshall
2000· article· en· Trauma Violence & Abuse· Social Sciences
machine prediction:candidate · noneconsensus · none
240
citations
affunlabeled
HIV/AIDS and Intimate Partner Violence
Andrea C. Gielen, Reem M. Ghandour, Jessica G. Burke, Patricia Mahoney, Karen A. McDonnell, Patricia O’Campo
2007· review· en· Trauma Violence & Abuse· Social Sciences
machine prediction:candidate · noneconsensus · none
184
citations
affunlabeled
Online Child Sexual Exploitation
Juliane A. Kloess, Anthony R. Beech, Leigh Harkins
2014· review· en· Trauma Violence & Abuse· Psychology
machine prediction:candidate · noneconsensus · none
175
citations
affunlabeled
Vicarious Traumatization
Heather M. Moulden, Philip Firestone
2007· review· en· Trauma Violence & Abuse· Psychology
machine prediction:candidate · noneconsensus · none
120
citations
affunlabeled
Street Youth Violence And Victimization
Stephen W. Baron
2003· article· en· Trauma Violence & Abuse· Health Professions
machine prediction:candidate · noneconsensus · none
99
citations
affunlabeled
Predicting Wife Assault
N. Zoe Hilton, Grant T. Harris
2004· review· en· Trauma Violence & Abuse· Social Sciences
machine prediction:candidate · noneconsensus · none
96
citations
affunlabeled
Childhood Sexual Violence in Indonesia: A Systematic Review
Lauren Rumble, Ryan Fajar Febrianto, Melania Niken Larasati, Carolyn Hamilton, Ben Mathews, Michael P. Dunne
2018· review· en· Trauma Violence & Abuse· Psychology
machine prediction:candidate · noneconsensus · none
88
citations
affunlabeled
Co-victims of Homicide
Jennifer Connolly, Ronit Gordon
2014· review· en· Trauma Violence & Abuse· Psychology
machine prediction:candidate · noneconsensus · none
84
citations
affunlabeled
Familicide: A Systematic Literature Review
Linda C. Karlsson, Jan Antfolk, Hanna Putkonen, Sabine Amon, João Da Silva Guerreiro, Viviënne de Vogel +2 more
2019· article· en· Trauma Violence & Abuse· Social Sciences
machine prediction:candidate · noneconsensus · none
69
citations
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