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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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Gender Roles and Identity Studies
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.

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.

1,229 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.
1,229 works in the cohort · of 4,299,418page 4 of 25

Labels cover 3 of 1,229 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 1,229 of 1,229 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Fathers on Child’s Play
Genevieve Creighton, Mariana Brussoni, John L. Oliffe, Lise Olsen
2014· article· en· Men and Masculinities· Social Sciences
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Understanding help-seeking among depressed men.
Carlos A. Sierra Hernandez, Christina Han, John L. Oliffe, John S. Ogrodniczuk
2014· article· en· Psychology of Men & Masculinity· Social Sciences
distilled prediction:candidate · noneconsensus · none
36
citations
afffundno abstractunlabeled
Neoliberalism, Masculinity, and HIV Risk
Barry D. Adam
2016· article· en· Sexuality Research and Social Policy· Social Sciences
distilled prediction:candidate · stsconsensus · none
33
citations
affno abstractunlabeled
Social Comparisons (Upward and Downward)
Joshua J. Guyer, Thomas I. Vaughan‐Johnston
2018· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations
affaboutunlabeled
Sex and Straight Young Men
Marion Doull, John L. Oliffe, Rod Knight, Jean Shoveller
2013· article· en· Men and Masculinities· Social Sciences
distilled prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Understanding Gender Identity in K-12 Schools
Gayle Roberts, Carol Allan, Kristopher Wells
2007· article· en· Journal of Gay & Lesbian Issues in Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
30
citations
affaboutunlabeled
Elderly South Asian Canadian Immigrant Men
John L. Oliffe, Suki Grewal, Joan L. Bottorff, Haida Luke, Harshbir Toor
2007· article· en· Family & Community Health· Social Sciences
distilled prediction:candidate · stsconsensus · none
27
citations
affunlabeled
Australian men's initial pathways into mental health services
Zac E. Seidler, Michael Wilson, Courtney C. Walton, Krista Fisher, John L. Oliffe, David Kealy +2 more
2021· article· en· Health Promotion Journal of Australia· Social Sciences
distilled prediction:candidate · noneconsensus · none
26
citations
afffundunlabeled
Surviving men’s depression: Women partners’ perspectives
Joan L. Bottorff, John L. Oliffe, Mary T. Kelly, Joy L. Johnson, Joanne Carey
2013· article· en· Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine· Social Sciences
distilled prediction:candidate · stsconsensus · none
25
citations
afffundaboutunlabeled
Men building better relationships: A scoping review
John L. Oliffe, Mary T. Kelly, Gabriela Gonzalez Montaner, Zac E. Seidler, Brendan A. Maher, Simon Rice
2021· review· en· Health Promotion Journal of Australia· Social Sciences
distilled prediction:candidate · noneconsensus · none
25
citations
afffundunlabeled
Experiences of Transwomen with Hormone Therapy
Richard J. Wassersug, Ross E. Gray, Angela M. Barbara, Christine Trosztmer, Rupert Raj, Christina Sinding
2007· article· en· Sexualities· Social Sciences
distilled prediction:candidate · noneconsensus · none
25
citations
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