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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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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 10 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
9781552387641.pdf
2014· other· en· OAPEN (The OAPEN Foundation)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781787441071.mobi
2017· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
1006767.pdf
2001· other· en· OAPEN (The OAPEN Foundation)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000506853.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
0267.1.00.pdf
2020· other· en· OAPEN (The OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783035260786.pdf
2011· other· fr· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552388150.pdf
2016· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Order and structure in syntax I
2017· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
9780472903795.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Skin for Skin
2014· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
9781552385821.pdf
2011· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
0352.1.00.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781800103665 (1).pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773850160.pdf
2018· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781003477518_10.1201_9781003477518-1.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
fencing-in-aids.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781040109571.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
9781040305140.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773855462_OA.pdf
Lindsay McLaren, Donald W.M. Juzwishin, Rogelio Velez Mendoza
2024· other· en· OAPEN (The OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773850641.pdf
2019· other· fr· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552385777.pdf
2013· other· fr· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781800087439.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780776641485.pdf
2024· other· fr· OAPEN (The OAPEN Foundation)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
503833.pdf
2009· other· en· OAPEN (The OAPEN Foundation)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
La bande dessinée
2022· other· fr· OAPEN (The OAPEN Foundation)· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
9781138636668_oachapter1.pdf
2019· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781914481055.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780472902170.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781040134542.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781943208739.epub
2024· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Fugitive Borders
2018· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
9781773854939_OA.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9788822911636.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783593445663.pdf
2021· other· de· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000433838.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
1007241.pdf
2018· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Managing Diversity
2007· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
9780472902422.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Mitte in Deutschland
2014· other· de· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
9781909646476.pdf
2012· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773852096.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Scholars in Exile
2019· other· en· OAPEN (The OAPEN Foundation)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
9781552389683.pdf
2017· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773850368.pdf
2019· other· en· OAPEN (The OAPEN Foundation)· Energy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552387795.pdf
2014· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780429508486.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9789004523289.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
external_content.pdf
2019· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9789461663948.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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