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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.

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.

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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 33 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.

aboutno affunlabeled
Pits and Boots
Michael Roy
2021· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Thou Shalt Forget
Pierrot Ross-Tremblay
2020· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Arabic and its Alternatives
2020· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Populating the Future
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
La bande dessinée
2022· other· fr· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Fugitive Knowledge
2015· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
[no title]
2022· other· en· Directory of Open access Books (OAPEN Foundation)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Rohinton Mistry
Peter Morey
2004· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
Homelessness & Health in Canada
Manal Guirguis-Younger, Stephen W. Hwang, Ryan McNeil
2014· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Home-Work
Cynthia Sugars
2004· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter A7 The Vocabulary of Legal Power
Alan Durant, Janny HC Leung
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Chapter 2 A Forgotten Fleet
Quentin Holbert
2022· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Local Politics and National Policy
2017· other· en· Directory of Open access Books (OAPEN Foundation)· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Injustice in Urban Sustainability
2022· other· en· Directory of Open access Books (OAPEN Foundation)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
»Es ist nur ein Dorf«
2020· other· de· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
World Literatures
2018· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter C10 Same Law, Different Texts
Alan Durant, Janny HC Leung
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
LA GRÂCE DE MONTRER SON ÂME DANS LE VÊTEMENT: Tomo 2
Marco Modenesi, Maria Benedetta Collini, Francesca Paraboschi
2015· book· it· Directory of Open access Books (OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Barton Myers
Kris Miller-Fisher, Bruce Robertson, Natalie Shivers, Howard Shubert, Luis Hoyos, Charles Warner Oakley
2019· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Researching Ageing
2020· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Not Written in Stone
Michael S. Brown
2003· other· en· Directory of Open access Books (OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
[no title]
2022· other· en· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Making Islam Work
Thijl Sunier
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Louder and Faster
Deborah Wong
2019· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Being Modern
2018· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Imagining Air
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
After Conversion
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Future Horizons
2023· other· en· Directory of Open access Books (OAPEN Foundation)
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
fundno affunlabeled
Moving Home
Sandra Gunning
2021· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Constitutional Law and Precedent
2022· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
[no title]
2024· other· fr· Directory of Open access Books (OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno 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
fundno affunlabeled
Broadcast 41
Carol A. Stabile
2020· 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)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Queer Spiritual Spaces
2010· other· en· Directory of Open access Books (OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter B7 Legal Speech Acts
Alan Durant, Janny HC Leung
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter B2 Functions 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

How this was built: Screen · Findings · About