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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 US 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.

508 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.
508 works in the cohort · of 4,299,418page 9 of 11

Labels cover 0 of 508 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 508 of 508 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
Why Should You Engage in Goal Pursuit?
Eileen Piggot‐Irvine
2015· book-chapter· en· Palgrave Macmillan US eBooks· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
September 11: A Hindu Perspective
Arvind Sharma
2009· book-chapter· en· Palgrave Macmillan US eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Alternative Futures, a.d. 2000 to 2025
Walter C. Clemens
2000· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Akiko Ito’s Story: Life Is a Game
Jane Horan
2014· book-chapter· en· Palgrave Macmillan US eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Jesus’s Paradigm
Ted Newell
2014· book-chapter· en· Palgrave Macmillan US eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Theoretical Framework
Mark Pearcey
2016· book-chapter· en· Palgrave Macmillan US eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Introduction
Michael Nijhawan
2016· book-chapter· en· Palgrave Macmillan US eBooks· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Christian Religious Community
Andrea B. Rugh
2016· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Women’s Labour and Capital Accumulation
Paresh Chattopadhyay
2016· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Blessed but not Special
Steven M. Studebaker
2016· book-chapter· en· Palgrave Macmillan US eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
“A Most Critical Summer”
Charles F. Brower
2012· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Hemming of Persia at Gudri (1881–1893)
Guive Mirfendereski
2001· book-chapter· en· Palgrave Macmillan US eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
First Nations
Coral Ann Howells
2003· book-chapter· en· Palgrave Macmillan US eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Aboriginal Diplomacy
Keith Carlson
2009· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
By Rob Liefeld?
Bart Beaty, Benjamin Woo
2016· book-chapter· en· Palgrave Macmillan US eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
The Werewolf in Medieval Romance
Renée Ward
2025· article· en· Palgrave Macmillan US eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Conclusion
George A. Gonzalez
2016· book-chapter· en· Palgrave Macmillan US eBooks· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Conclusion
Marianne A. Larsen
2016· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Conclusion
Reza Hasmath
2010· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
ROI
Gerald Grant, Robert Collins
2016· book-chapter· fr· Palgrave Macmillan US eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Introduction
Tojo Thatchenkery, Keimei Sugiyama
2011· book-chapter· en· Palgrave Macmillan US eBooks· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Conclusion: La Oroya at the Crossroads
Arelí Valencia
2016· book-chapter· en· Palgrave Macmillan US eBooks· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Dragging Deaths
Jay Dix, Stephen Bolesta
2001· book-chapter· en· Palgrave Macmillan US eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Equity/Excellence Enrosque
Juliet Lilledahl Scherer, Mirra Leigh Anson
2014· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Repression and Backlash
Robert W. Widell
2013· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Introduction
Reingard M. Nischik
2016· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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