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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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Directory of Open access Books (OAPEN Foundation)
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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.

affaffiliation
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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.

1,768 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.
1,768 works in the cohort · of 4,299,418page 1 of 36

Labels cover 1 of 1,768 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 1,768 of 1,768 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
[no title]
Timothy Hegedus
2022· book· en· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
93
citations
affunlabeled
Burdened By Race
Mohamed Adhikari
2009· book· en· Directory of Open access Books (OAPEN Foundation)· Social Sciences
machine prediction:candidate · noneconsensus · none
86
citations
affno abstractunlabeled
[no title]
Carmen Batanero, Egan J. Chernoff, Joachim Engel, Hollylynne S. Lee, Ernesto Sánchez
2021· book-chapter· en· Directory of Open access Books (OAPEN Foundation)· Mathematics
machine prediction:candidate · insufficient_payloadconsensus · none
62
citations
affunlabeled
1002105.pdf
Arne Jarrick, Poul Holm, Dominic Scott
2015· book· de· Directory of Open access Books (OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
50
citations
affunlabeled
Understanding political ideas and movements
Tony Boyd, Kevin Harrison
2003· book· en· Directory of Open access Books (OAPEN Foundation)· Social Sciences
machine prediction:candidate · noneconsensus · none
13
citations
aboutno affunlabeled
Bède le Vénérable : Entre tradition et postérité
Stéphane Lebecq, Michel Yves Perrin, Olivier Szerwiniak
2005· book· fr· Directory of Open access Books (OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Long Night of the Tankers
Holger H. Herwig, David J. Bercuson
2014· book· en· Directory of Open access Books (OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
569093.pdf
John Wanna, Penelope Marshall
2015· book· en· Directory of Open access Books (OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
[no title]
2023· other· en· Directory of Open access Books (OAPEN Foundation)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
[no title]
2023· other· en· Directory of Open access Books (OAPEN Foundation)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
[no title]
2023· other· en· Directory of Open access Books (OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Droits et voix / Rights and Voices : La Criminologie
Véronique Strimelle, Françoise Vanhamme
2010· book· fr· Directory of Open access Books (OAPEN Foundation)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
[no title]
2021· other· de· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2021· other· en· Directory of Open access Books (OAPEN Foundation)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2021· other· fr· Directory of Open access Books (OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2021· other· en· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
eGirls, eCitizens
2015· book· en· Directory of Open access Books (OAPEN Foundation)· Materials Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
[no title]
2021· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2021· other· fr· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2021· other· fr· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Emotion in the Tudor Court
Bradley J. Irish
2018· book· en· Directory of Open access Books (OAPEN Foundation)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
[no title]
2022· other· en· Directory of Open access Books (OAPEN Foundation)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
[no title]
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2022· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2021· other· fr· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2021· other· fr· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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