affunlabeled
9781040005163.pdf2024· other· en· OAPEN (The OAPEN Foundation)· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
Cohort builder
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.
Results by year
20012025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
658 works in the cohort · of 4,299,418page 11 of 14
Labels cover 1 of 658 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 658 of 658 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
9781773851174.pdf2020· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
9781350275966.pdf2022· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Chapter Multilingualism, Multiscripturalism, and Knowledge Transfer in the Dead Sea Scrolls and Graeco-Roman Judaea2018· other· en· OAPEN (The OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Hall_2021_A-Stubborn-Fury.pdf2021· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
external_content.epub2020· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9780776636429.pdf2020· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Magnifying perspectives2017· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Chapter 11 Higher education students as consumers?2020· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
9783839459720.pdf2022· other· de· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552387351.pdf2013· other· en· OAPEN (The OAPEN Foundation)· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Petropolitics2014· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
9780472904747.epub2021· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781800082274.pdf2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Migrating Texts2019· other· en· OAPEN (The OAPEN Foundation)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
9780429827907.pdf2020· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773852584.pdf2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783839458082.pdf2021· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9789042941243.pdf2019· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
eAccess to Justice2016· other· en· OAPEN (The OAPEN Foundation)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Beyond the state2015· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
9781040121832.pdf2024· other· en· OAPEN (The OAPEN Foundation)· Chemistry
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552388457.pdf2016· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780415721264_oachapter2.pdf2019· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Language and Law2017· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
9781003454342_10.4324_9781003454342-1.pdf2024· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
human-computer-interaction-and-emerging-technologies.pdf2020· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780429590788.pdf2020· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
9781003477518_10.1201_9781003477518-9.pdf2024· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552385906.pdf2011· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783947732760.pdf2020· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
9783030541736.pdf2021· other· en· OAPEN (The OAPEN Foundation)· Chemistry
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
9781040305140.pdf2024· other· en· OAPEN (The OAPEN Foundation)· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552389454.pdf2018· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783902571298.pdf2007· other· de· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780776640068.pdf2023· other· en· OAPEN (The OAPEN Foundation)· Chemistry
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
external_content.pdf2021· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781003454342_10.4324_9781003454342-7.pdf2024· other· en· OAPEN (The OAPEN Foundation)· Mathematics
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780776625645.pdf2017· other· en· OAPEN (The OAPEN Foundation)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781003566762_10.4324_9781003566762-3.pdf2024· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9780472904396.pdf2024· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552386644.pdf2007· other· en· OAPEN (The OAPEN Foundation)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783903122963.pdf2017· other· de· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781003251569_10.4324_9781003251569-1.pdf2024· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9780429804519.pdf2021· other· en· OAPEN (The OAPEN Foundation)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affgemma · insufficient_payloadgpt · insufficient_payloadmodels split
1006146.pdf2018· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783839445020.pdf2018· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
All in the Family2012· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
9781552387900.pdf2015· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
1006762.pdf2001· other· de· OAPEN (The OAPEN Foundation)· Materials Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations