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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University of British Columbia Press eBooks

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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.

3,382 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.

3,382 works in the cohort · of 4,299,418page 50 of 68

Labels cover 1 of 3,382 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 3,382 of 3,382 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.

aboutno affunlabeled

A Queer Love Story

Margaret Atwood

2017· book· it· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

Creating Place in Early Canada

2020· book-chapter· en· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

The System: Mental Health Programs in Canada

2006· book-chapter· en· University of British Columbia Press eBooks· Health Professions

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

Oversight, Hindsight, and Foresight: Canadian Corporate Governance through the Lens of Global Capital Markets

Janis Sarra

2007· book-chapter· en· University of British Columbia Press eBooks· Business, Management and Accounting

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

Toronto, Montreal, Winnipeg, and Birmingham Trolleys

2007· book-chapter· en· University of British Columbia Press eBooks· Engineering

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

Introduction: The Emergence of Liquor Control Bureaucracy in Ontario

2012· book-chapter· en· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

Secrets and Lies: The Criminalization of Incest and the (Re)Formation of the ‘Private’ in British Columbia, 1890–1940

Dorothy E. Chunn

2007· book-chapter· en· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

Appendix A: Abortion and the Canada Health Act

2017· book-chapter· en· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · none

citations

aboutno affunlabeled

Ships and Memories

Eric W. Sager

2007· book· en· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

affaboutunlabeled

Front Matter

Celia Haig‐Brown

2007· paratext· en· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

affaboutunlabeled

Front Matter

2014· paratext· en· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload

citations

aboutno affno abstractunlabeled

Continental Drift: Energy Policy and Canadian-American Relations

Tammy L. Nemeth

2007· book-chapter· en· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

Canada and the Federal Republic of Germany, 1949–64

2013· book-chapter· en· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

Accounting for Rights and Money in the Canadian Social Union

Barbara Cameron

2008· book-chapter· en· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

4 Quebec’s Contest of Nationalisms

2025· book-chapter· en· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

aboutno affno abstractunlabeled

Epilogue: That Prince George Business

Jonathan Swainger

2023· book-chapter· en· University of British Columbia Press eBooks· Economics, Econometrics and Finance

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Chasing the Dragon in Shanghai

John D. Meehan

2011· book· en· University of British Columbia Press eBooks· Social Sciences

machine prediction:candidate · noneconsensus · none

citations

fundno affno abstractunlabeled