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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 32 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
Exploring Language Education
2022· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
Neighbours and Networks
2009· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Relating to Things
2020· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Poor Man's Fortune
Jarod Roll
2020· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter 3 Facilitation Cascades in Marine Ecosystems
Paul E. Gribben, Christine Angelini, Andrew H. Altieri, Melanie J. Bishop, Mads S. Thomsen, Fabio Bulleri
2019· 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)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Science Studies
2001· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · stsconsensus · none
0
citations
fundno affunlabeled
Island Rivers
2018· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno 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· en· Directory of Open access Books (OAPEN Foundation)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Chapter 15 Configuring the older adult
Andreas Bischof, Juliane Jarke
2021· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Prairie Interlace
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Haunted Empire
Valeria Sobol
2022· 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)· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Tax, Social Policy and Gender
2018· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Cowboy Legend
2015· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Borderblur Poetics
Eric Schmaltz
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Grey Matters
2010· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Writing Alberta
2017· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Technology, Trust, and Religion
Willem Drees
2009· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Party Mandates and Democracy
2019· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Cripping Girlhood
Anastasia Todd
2024· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Transmedial Narration
Lars Elleström
2019· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
La Migración como Proceso
Barbara Frank-Job
2020· other· es· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Capitalismo e teoria sociologica
2019· other· it· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter C9 Language Data as Evidence
Alan Durant, Janny HC Leung
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Sharon Pollock
2015· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Petropolitics
Alan MacFadyen, G. Campbell Watkins
2014· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
1001 Beds
Tim Miller
2006· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Displaced Memories
Anna Wylegała
2019· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Ukraine's Many Faces
2023· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Los Invisibles
R. Cleminson, F. Vazquez Garcia
2007· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Border Flows
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Greening the Maple
2013· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chapter B9 Techniques in Forensic Linguistics
Alan Durant, Janny HC Leung
2016· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Ask Now of the Days that are Past
2005· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Édith Piaf
David Looseley
2015· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
Fugitive Borders
Nele Sawallisch
2018· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
La Rénovation de l'héritage démocratique
Anne Trépanier
2009· other· fr· Directory of Open access Books (OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Contemporary Regional Planning Issues
Seth Appiah-Opoku
2025· other· en· Directory of Open access Books (OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
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