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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
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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 34 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
Chapter A5 Persuasion in Court
Alan Durant, Janny HC Leung
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Catch the Gleam
Donald N. Baker
2011· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
An Equal Burden
Jessica Meyer
2019· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
African Cities and the Development Conundrum
2018· other· en· Directory of Open access Books (OAPEN Foundation)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Democratizing Risk Governance
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)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Chapter Introduction
Danita Catherine Burke
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Refugee Routes
2020· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Once Upon the Permafrost
2022· other· en· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Buy It Now
Michele White
2012· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Always an Adventure
2011· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A Stubborn Fury
Gary Hall
2021· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Taxation and the Financial Crisis
2012· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
What is Europe?
Anna Triandafyllidou, Ruby Gropas
2022· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter B3 Genre Analysis of Legal Discourse
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 C8 Misleading Language in Adverts
Alan Durant, Janny HC Leung
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Indigenous Data Sovereignty
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · sts+open_scienceconsensus · none
0
citations
aboutno affunlabeled
Voices of Labor
Michael Curtin, Kevin Sanson
2017· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Diálogos Sur-Sur
2022· other· es· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Mallarmé devant ses contemporains
Peter S. Hambly
2011· other· fr· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Hmong of Australia
Nicholas Tapp, Gary Yia Lee
2010· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Figures of Radical Absence
Alexandra-Ecaterina Irimia
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
À la défense d’un idéal contesté
Luc Juillet, Ken Rasmussen
2017· book· fr· Directory of Open access Books (OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
[no title]
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
[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
Knowledge for a Sustainable World
2015· book· en· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
[no title]
2024· other· en· Directory of Open access Books (OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
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]
2024· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
[no title]
2024· other· it· Directory of Open access Books (OAPEN Foundation)· Physics and Astronomy
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
fundno affunlabeled
[no title]
2024· 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)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · 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
[no title]
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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