Cohort builder

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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The Blackwell Encyclopedia of Sociology

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Label agreement

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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.

193 results · 1 filter active ·

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20072025

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Machine labels · sparse coverage

Evidence

Language

Type

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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.

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

Labels cover 0 of 193 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 193 of 193 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled

Multiculturalism

Tariq Modood

2007· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

353

citations

affunlabeled

Homophobia and Heterosexism

Barry D. Adam

2017· other· en· The Blackwell Encyclopedia of Sociology· Psychology

distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Scientific Revolution

J. I. Bakker

2018· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Gumplowicz, Ludwig (1838–1909)

Bernd Weiler

2007· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Economic Geography

Trevor J. Barnes

2018· other· en· The Blackwell Encyclopedia of Sociology· Business, Management and Accounting

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Looking Glass Self

Brant Downey

2019· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Fantasy City

John Hannigan

2007· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Mass Media and Socialization

Stephen L. Muzzatti, Brandon Rigato

2020· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Post‐Industrial Society

Michael Smith

2015· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+research_integrityconsensus · none

citations

aboutno affunlabeled

Multiculturalism

Tariq Modood

2017· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Dialectical Materialism

Rob Beamish

2017· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Media Literacy

W. James Potter, William G. Christ

2007· other· en· The Blackwell Encyclopedia of Sociology· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Definition of the Situation

J. I. Bakker

2017· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

<scp>L</scp>eisure,<scp>A</scp>ging and

Toni Liechty, M. Rebecca Genoe

2016· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · metaepi_narrow+stsconsensus · none

citations

affunlabeled

Racism

Jasmine Olivier, Matthew Clair, Jeffrey S. Denis

2019· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Interpretive Sociology

Michael Adorjan, Benjamin Kelly

2016· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Intergenerational Conflict

Merril Silverstein

2007· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Radical Interactionism

James Shaw

2016· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Income Inequality and Income Mobility

Neil Guppy

2023· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · stsconsensus · none

citations

affunlabeled

Sociolinguistics

J. K. Chambers

2015· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Sport as Work

Peter Donnelly

2016· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Institutional ethnography

Peter R. Grahame, Kamini Maraj Grahame

2012· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Homophobia and Heterosexism

Barry D. Adam

2007· other· en· The Blackwell Encyclopedia of Sociology· Psychology

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Professions

Tracey L. Adams

2020· other· en· The Blackwell Encyclopedia of Sociology· Economics, Econometrics and Finance

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Marianismo

Mirna E. Carranza

2018· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Coding

Carrie B. Sanders, Stephanie Howells

2016· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Military–Industrial Complex

Gregory Hooks

2017· other· en· The Blackwell Encyclopedia of Sociology· Economics, Econometrics and Finance

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Sport Culture and Subcultures

Peter Donnelly

2016· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Patrimonialism

J. I. Bakker

2022· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Gender Diversity: Trans, Transgender, Transsexual, and Genderqueer People

Aaron Devor

2016· other· en· The Blackwell Encyclopedia of Sociology· Psychology

distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Rhizome

Gary Genosko

2020· other· en· The Blackwell Encyclopedia of Sociology· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Base and Superstructure

Rob Beamish

2017· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Risk, Risk Society, Risk Behavior, and Social Problems

Dean Curran

2016· other· en· The Blackwell Encyclopedia of Sociology· Psychology

distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Drugs/Substance Use in Sport

Ian Ritchie

2007· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Organizations as Total Institutions

Nick Perry

2017· other· en· The Blackwell Encyclopedia of Sociology· Business, Management and Accounting

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Serious Leisure

Robert A. Stebbins

2022· other· en· The Blackwell Encyclopedia of Sociology· Psychology

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Age, Period, and Cohort Effects

Ethan Fosse

2025· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Gambling as a Social Problem

Reza Barmaki

2019· other· en· The Blackwell Encyclopedia of Sociology· Psychology

distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Online Pornography

Veronika Tzankova

2018· other· en· The Blackwell Encyclopedia of Sociology· Psychology

distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Charismatic Movement

Paul Freston, Cecília Loreto Mariz, Brenda Carranza

2019· other· en· The Blackwell Encyclopedia of Sociology· Arts and Humanities

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

<i>Langue</i>and<i>Parole</i>

J. I. Bakker

2018· other· en· The Blackwell Encyclopedia of Sociology· Arts and Humanities

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Acculturation

John W. Berry

2022· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Facework

J. I. Bakker

2018· other· en· The Blackwell Encyclopedia of Sociology· Arts and Humanities

distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload

citations

affunlabeled

Sport and the Body

Pirkko Markula

2015· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Foreign Direct Investment

Masao Nakamura

2017· other· en· The Blackwell Encyclopedia of Sociology· Business, Management and Accounting

distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affunlabeled

Same‐sex marriage/civil unions

Brian Heaphy

2012· other· en· The Blackwell Encyclopedia of Sociology· Medicine

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Twitter Revolution

Christopher J. Schneider

2021· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

affunlabeled

Climate Change and Aging

May Chazan

2025· other· en· The Blackwell Encyclopedia of Sociology· Environmental Science

distilled prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Scientific Networks and Invisible Colleges

J. I. Bakker

2017· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · sts

citations

affunlabeled

Video Games

Jeremy Hunsinger

2017· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences

distilled prediction:candidate · sts+insufficient_payloadconsensus · none

citations

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