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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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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.

658 results · 1 filter active ·
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20012025
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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.
658 works in the cohort · of 4,299,418page 12 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
9781552385487.pdf
2013· other· en· OAPEN (The OAPEN Foundation)· Psychology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000452235.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Asianisms
2015· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
9781552389508.pdf
2017· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552386835.pdf
2017· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773851655.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773850733.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9788864538457.pdf
2019· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
1006831.pdf
2019· other· en· OAPEN (The OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
483170.pdf
2014· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
9781000481945.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Noncitizenism
2017· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
COMPETITION LAW PDF.pdf
2019· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
9782374961316.pdf
2020· other· fr· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000930801.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552385739.pdf
2006· other· en· OAPEN (The OAPEN Foundation)· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Bitcoin and Beyond
2017· other· en· OAPEN (The OAPEN Foundation)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
9783902719775.pdf
2012· other· en· OAPEN (The OAPEN Foundation)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783035261653.pdf
2012· other· fr· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781612498997.epub
2008· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783631831694.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781003433729_10.4324_9781003433729-1.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781351214094.pdf
2019· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552388051.pdf
2015· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000193930.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552386705.pdf
2007· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
external_content.pdf
2019· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552388556.pdf
2017· other· en· OAPEN (The OAPEN Foundation)· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781911534839.epub
2018· other· en· OAPEN (The OAPEN Foundation)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000872903.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Chapter Ubuntu at a Distance
Sarah Elizabeth Barrett - http://orcid.org/0000-0003-3454-9467
2023· other· en· OAPEN (The OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Chapter Educational Borderlands
Sarah Elizabeth Barrett
2022· other· en· OAPEN (The OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552387887.pdf
2014· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
external_content.pdf
2019· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
9781552386743.pdf
2006· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9783991060420.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783903187511.pdf
2019· other· de· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000589931.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Ethnopornography
2020· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
9781040051214.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552387740.pdf
2014· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
external_content.epub
2017· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552385616.pdf
2011· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9781351061537.pdf
2019· other· en· OAPEN (The OAPEN Foundation)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780299313999.epub
2017· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9789518584004.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

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