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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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Categories
Machine labels · sparse coverage
Evidence
Language
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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 21 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.

fundno affunlabeled
Fact and Fiction
Christine Lehleiter
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Norman McLaren
Nichola Dobson
2018· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
euphorie digital?
2001· other· de· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Hemispheric Imaginations
Helmbrecht Breinig
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Organization of Craft Work
2019· other· en· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Cervantes global
2022· other· es· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Anticamente moderni
Roberta Martinis
2021· other· it· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Arctic Madness
Pierre Déléage
2020· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · 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]
2022· other· en· 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)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno 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
[no title]
2021· other· fr· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The Poetry of John Tyndall
2020· book· en· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
[no title]
2023· other· en· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · 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
snowline
2015· book· en· Directory of Open access Books (OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Tax, Social Policy and Gender
Miranda Stewart
2018· book· en· Directory of Open access Books (OAPEN Foundation)· Social Sciences
machine prediction:candidate · noneconsensus · 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]
2020· other· en· Directory of Open access Books (OAPEN Foundation)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2021· other· en· Directory of Open access Books (OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · 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· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2023· other· en· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2023· other· fr· Directory of Open access Books (OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2021· other· fr· Directory of Open access Books (OAPEN Foundation)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2021· other· en· Directory of Open access Books (OAPEN Foundation)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Without Apology: Writings on Abortion in Canada
2016· 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· fr· 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)· Engineering
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]
2022· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2023· other· en· Directory of Open access Books (OAPEN Foundation)· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Cities and Affordable Housing
2021· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
My Name Is Lola
2013· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Separatism and Regionalism in Modern Europe
2020· other· en· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Innovation Technology
2017· other· en· Directory of Open access Books (OAPEN Foundation)· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
[no title]
2024· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
2024· other· en· Directory of Open access Books (OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Vertical Readings in Dante's Comedy
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
So Far and Yet so Close
2015· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Corazón de Dixie
Julie M. Weise
2015· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Skin for Skin
Gerald Sider
2014· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Geology at ANU (1959-2009)
2010· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Critical toponomy
2019· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affgemma · no categorygpt · no categorymodels split
Chapter B1 Linguistic Features of Legal Language
Alan Durant, Janny HC Leung
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About