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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 35 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.

affunlabeled
Introduction
John Edwards
2011· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Canadian Institute for Advanced Legal Studies
2024· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Canada Council for the Arts
2024· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Canadian Society for Chemical Technology
2024· book-chapter· en· Palgrave Macmillan UK eBooks· Chemistry
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
London Goodenough Association of Canada
2024· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Concordia University
2024· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Organized Study of Career Volunteering
Robert A. Stebbins
2015· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Canada Council for the Arts
2019· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
CARIM
2018· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Introduction
K. J. Kesselring
2007· book-chapter· en· Palgrave Macmillan UK eBooks· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Afterword: Toward the Future
Neal Wood
2002· book-chapter· en· Palgrave Macmillan UK eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
University of New Brunswick (UNB)
2018· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Introduction
Jennifer Bagelman
2016· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Canada
Barry Turner
2004· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Epistocracy versus Democracy
Bartholomew Paudyn
2014· book-chapter· en· Palgrave Macmillan UK eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Portland Looks at International Benchmarks
Fred Phillips
2006· book-chapter· en· Palgrave Macmillan UK eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Herbert Simon: A Hedgehog and a Fox
Roger Frantz, Leslie Marsh
2016· book-chapter· en· Palgrave Macmillan UK eBooks· Arts and Humanities
machine prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Elder Abuse
Matt Hall
2014· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
The Camargo Foundation
2018· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Epilogue: ‘Mother to Mother’
Carol Acton
2007· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The Welder Wildlife Foundation
2018· book-chapter· en· Palgrave Macmillan UK eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Academic Entrepreneurship
Riccardo Fini, Nicola Lacetera, Scott Shane
2018· book-chapter· en· Palgrave Macmillan UK eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Tier 1 — Case Study 1: University A
Julian C. Sulej
2015· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Tanzania
James Milner
2009· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Accountability for Child Soldiers
Kirsten J. Fisher
2013· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Late Nabokov
David S. Rampton
2012· book-chapter· sk· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Ohio Arts Council
2018· book-chapter· en· Palgrave Macmillan UK eBooks· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Canadian Political Science Association
2020· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Casino Mucho
2021· book-chapter· es· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Athletes, NGOs, and SDP
Simon C. Darnell, Russell Field, Bruce Kidd
2019· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Key Debates on Transition
Oleh Havrylyshyn
2006· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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