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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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Atlantis Critical Studies in Gender Culture & Social Justice
Topic
Retraction
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Label status

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.

419 results · 1 filter active ·
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20062025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
419 works in the cohort · of 4,299,418page 8 of 9

Labels cover 3 of 419 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 419 of 419 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
Editorial: The Intersectionality of Hate
Sara Matthews, Nathan Rambukkana
2018· editorial· en· Atlantis Critical Studies in Gender Culture & Social Justice· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractgpt · no categorygrok · no categoryopus · no categorymodels agree
Moving at their Pace
Magdalena Olszanowski
2025· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Mary Magdalene Understood
2009· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Images, Imaginaries, and Insurgencies
Helen Yao
2025· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Walking Into Myself
Sohini Chatterjee
2023· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Gendered Bodies and Necropolitical States : Bromwich, Rebecca. 2015. Looking for Ashley: Re-reading What the Smith Case Reveals about the Governance of Girls, Mothers and Families in Canada. Bradford, ON: Demeter PressDean, Amber. 2015. Remembering Vancouver’s Disappeared Women: Settler Colonialism and The Difficulty of Inheritance. Toronto, ON: University of Toronto Press
2017· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
If We Were Birds
2017· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Interview with Norman Smith
Sikata Banerjee
2010· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Always (Un)learning
Shanice Bernicky
2024· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Mieke Bal. A Mieke Bal Reader
Eva C. Karpinski
2008· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Thomas Piontek. Queering Gay and Lesbian Studies
Rachel Loewen Walker
2009· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
"Shared and Collective Stress"
Kimberly Seida, Félix Desmeules‐Trudel, Brittany A. E. Jakubiec
2024· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Lori Chambers talks with Ann Porter
2006· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Feminist XResistance Project
Galit Ariel, Aparajita Bhandari, Sarah York-Bertram, Kacie G. Hopkins
2024· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Blossoms of Fire
2009· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Agendas, Horizons, and the Canadian Introductory Reader : Biggs, C. Lesley, Susan Gingell, and Pamela J. Downe, eds. 2011. Gendered Intersections: An Introduction to Women’s and Gender Studies. Second Edition. Halifax, NS: FernwoodCrow, Barbara, and Lise Gotell, eds. 2009. Open Boundaries: A Canadian Women’s Studies Reader. Third Edition. Toronto, ON: Pearson Prentice HallHobbs, Margaret, and Carla Rice, eds. 2013. Gender and Women’s Studies in Canada: Critical Terrain. Toronto, ON: Women’s Press
Ilya Parkins
2016· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Beyoncé Feminist
2017· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Janet Amalia Weinberg. Still Going Strong
Josephine Fong
2008· article· en· Atlantis Critical Studies in Gender Culture & Social Justice· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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