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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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Palgrave Macmillan UK eBooks
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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.

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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.

1,884 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.
1,884 works in the cohort · of 4,299,418page 20 of 38

Labels cover 3 of 1,884 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 1,884 of 1,884 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
How Well Does Freedom of Information Work?
Robert Hazell, Ben Worthy, Mark Glover
2010· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Users: Service Users and the Drug User Movement
Alex Mold, Virgínia Berridge
2010· book-chapter· en· Palgrave Macmillan UK eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Afterword: Fair Trade in a Boom Market
Mark Hudson, Ian Hudson, Mara Fridell
2013· book-chapter· en· Palgrave Macmillan UK eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Conclusions
Teresa Carvalho, Rui Santiago
2015· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Chrétien, Jean (Canada)
2019· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Lifelong Learning and Social Cohesion
Audrey Dumas, Philippe Méhaut, Noémie Olympio, Isabelle Diméglio
2013· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Cayden’s Story
Robin Simmons, Ron Thompson, Lisa Russell
2014· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Genesis and Paradise Lost
Michael J. Gilmour
2017· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Types and Tactics
Jeffrey Atkinson, Martin Scurrah, Jeannet Lingán, Rosa Pizarro, Catherine J. Ross
2009· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
M
Leona M. English
2005· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Introduction
Geraldine Lievesley
2004· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
With the RMA, a Revolution in Acquisition
David Kirkpatrick, A. H. Weiss
2001· book-chapter· en· Palgrave Macmillan UK eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
W(h)ither Fair Trade?
Mark Hudson, Ian Hudson, Mara Fridell
2013· book-chapter· en· Palgrave Macmillan UK eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Things and What They Hide
Mark Hudson, Ian Hudson, Mara Fridell
2013· book-chapter· en· Palgrave Macmillan UK eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Conclusions on a Strategy for Foreign Partners
James E. Henderson, Alastair Ferguson
2014· book-chapter· en· Palgrave Macmillan UK eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The main country players
Louis Brennan, Alessandra Vecchi
2011· book-chapter· en· Palgrave Macmillan UK eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
McGill University
2021· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Health Labour Relations in the Klein Era
Kurt Wetzel
2005· book-chapter· en· Palgrave Macmillan UK eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Education and Work in Service of the Nation
Kristine Moruzi, Michelle J. Smith
2014· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Free Riding and the Fairness Frame
Mark Hudson, Ian Hudson, Mara Fridell
2013· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Colonial Girlhood/Colonial Girls
Kristine Moruzi, Michelle J. Smith
2014· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Sources and Questions
Charles J. Esdaile, Philip Freeman
2015· book-chapter· en· Palgrave Macmillan UK eBooks· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Conclusions: Opening the Gate to the World Economy
Michael Webber, Mark Wang, Ying Zhu
2002· book-chapter· en· Palgrave Macmillan UK eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Introduction
Mark Halsey, Simone Deegan
2015· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Vancouver, Canada
2019· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Letters to Marcus Felson
Martin A. Andresen, Graham Farrell
2015· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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