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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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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
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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 7 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.

afffundunlabeled
Performing Environments
Susan Bennett, Mary Polito
2014· book· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Blackwood’s ‘Personalities’
Tom Mole
2013· book-chapter· en· Palgrave Macmillan UK eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
7
citations
affaboutunlabeled
Canada: An Evolving Sport System
Lucie Thibault
2017· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Ice and Snow
Lee Davidson, Robert A. Stebbins
2011· book-chapter· en· Palgrave Macmillan UK eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
The Challenges of Sustainable Development
O. P. Dwivedi, Renu Khator, Jorge Nef
2007· book-chapter· en· Palgrave Macmillan UK eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Worcester Polytechnic Institute (WPI)
2018· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
Economic Crisis in Europe
Joan DeBardeleben, Crina Viju
2013· book· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Banks’ Business Models in Europe
Rym Ayadi, Willem Pieter De Groen
2016· book-chapter· en· Palgrave Macmillan UK eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Paradigmatic Approaches to Physical Culture
Pirkko Markula, Michael Silk
2011· book-chapter· en· Palgrave Macmillan UK eBooks· Health Professions
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Maternity Care as a Global Health Policy Issue
Cecilia Benoit, Eugene Declercq, Susan F. Murray, Jane Sandall, Edwin van Teijlingen, Sirpa Wrede
2015· book-chapter· en· Palgrave Macmillan UK eBooks· Medicine
machine prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Introduction
Emma Parry, Jean McCarthy
2016· book-chapter· en· Palgrave Macmillan UK eBooks· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
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