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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.

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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 28 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
[no title]
2023· 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)· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Humanitarian mobilization in Central and Eastern Europe
Doina Anca Cretu, Michal Frankl, Friederike Kind-Kovács, Franciszek Zakrzewski, Cristian Capotescu, Maren Hachmeister +6 more
2025· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Les père-mutations
Louis-Daniel Godin
2021· other· fr· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Kateri Tekahkwitha
Jean-François Roussel
2022· other· fr· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Dits et non-dits
2021· other· fr· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Cognitive Human Neuroscience
Sandro Misciagna
2025· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Life Is Elsewhere
Anne Lounsbery
2019· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Derrida à Montréal
Michael Naas
2019· other· fr· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · 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
Futures of Digital Scholarly Editing
2025· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Comment réformer l’école ?
2025· other· fr· 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
fundaboutno affunlabeled
[no title]
2023· other· en· Directory of Open access Books (OAPEN Foundation)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
In the Balance
Hein Marais
2022· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter C6 Deciding Legal Meaning
Alan Durant, Janny HC Leung
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Visual Histories of Occupation
2021· other· en· Directory of Open access Books (OAPEN Foundation)· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Celebrating 50 years of ACAL
2021· other· 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· it· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Challenging the Dichotomy
2016· other· en· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Life Is Elsewhere
Anne Lounsbery
2019· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
What Politics?
2017· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
[no title]
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Indigenous and Minority Placenames
2014· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter C5 Techniques in Legal Advocacy
Alan Durant, Janny HC Leung
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Marxisms in the 21st Century
2013· other· en· Directory of Open access Books (OAPEN Foundation)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Making Humanitarian Crises
2022· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Europe and the Refugee Response
2020· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Ancient Worlds in Film and Television
2012· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Managing Diversity
2007· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Más allá del derecho de autor
2022· other· es· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Polycentrism
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Cover and Uncover
2011· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The entangled legacies of empire
2023· other· en· Directory of Open access Books (OAPEN Foundation)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Moving Natures
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Reclaiming Romanticism
2022· other· en· Directory of Open access Books (OAPEN Foundation)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter C1 Perception 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
fundno affunlabeled
Freezing Fertility
Lucy van de Wiel
2020· 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)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
[no title]
2024· other· es· Directory of Open access Books (OAPEN Foundation)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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