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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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Contemporary Sociological Theory and Practice
Retraction
Abstract
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Label agreement
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
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.

675 results · 1 filter active ·
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20002025
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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.
675 works in the cohort · of 4,299,418page 12 of 14

Labels cover 5 of 675 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 675 of 675 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.

affno abstractunlabeled
Book Review: To Our Friends
J. A. Bell
2017· article· en· The Sociological Review· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Editorial Introduction by Four Hands
Brent Bellamy, Margot Mellet
2024· article· en· Imaginations Journal of Cross-Cultural Image Studies· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Pieni koti – monta käyttöä
2021· other· fi· Aaltodoc (Aalto University)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Reply to Jankowich: PRISm: What?s in a Name?
Denis E. O’Donnell, Wan C. Tan, Jean Bourbeau, Devin B. Phillips
2024· letter· en· American Journal of Respiratory and Critical Care Medicine· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Editorial Notes
Izak Benbasat
2000· editorial· es· Information Systems Research· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Fostering Medical Sociology’s Bridges and Bonds
Richard M. Carpiano, Brian C. Kelly
2017· article· en· Journal of Health and Social Behavior· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
My Friendship With John Stone
Heribert Adam
2025· article· en· Nations and Nationalism· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Performance of Expertise
Scott Grills
2024· article· en· Symbolic Interaction· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Influencing Ideas
Royston Greenwood, Renate; id_orcid 0000-0003-1033-5560 Meyer
2008· article· en· WU Research· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Chicago School
Keith John Hayward
2013· article· en· Research at the University of Copenhagen (University of Copenhagen)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
The Chicago School
Keith John Hayward
2001· article· en· Research at the University of Copenhagen (University of Copenhagen)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Medical sociology
D. L. Armstrong
2004· book-chapter· en· Research Portal (King's College London)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
pydarm
2025· other· en· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Canadian Library Journal Publishing: A Primer
2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affno abstractunlabeled
Chicago Sociology
Sida Liu
2021· article· en· Contemporary Sociology A Journal of Reviews· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Book Review: On <i>Myth and Measurement</i>
Thomas Lemieux
2017· article· en· Industrial and Labor Relations Review· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
THE CONSERVATION OF MODERN IN CANADA
France Vanlaethem, James Ashby, Robert E. Lemon, Steven Mannhell
2022· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
A REVIEW OF INTO THE SEA
Jessica Smartt Gullion
2021· review· en· Art/Research International A Transdisciplinary Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
MacIver, Robert Morrison (1882–1970)
Malcolm Williams
2009· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Ted Russell. The Smokeroom on the Kyle
Morgon Mills
2020· article· en· Newfoundland and Labrador Studies· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Dancing with Social Death
Adam Rudder
2023· article· en· Filozofski vestnik· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Introducing Philosophy of Social Science
Joseph Agassi
2014· article· en· Philosophy of the Social Sciences· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Thomas, William I. (1863–1947)
Robert A. Stebbins
2015· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutgemma · stsgpt · stsmodels split
Contesting state expertise after COVID-19
Gabriel Lévesque
2025· article· en· Public Understanding of Science· Social Sciences
machine prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Graduate Studies
Jamie Oslawski‐Lopez, Jessica Cox, Lyston Louks, Rebekah Morgan
2022· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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