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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 8 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundaboutno affunlabeled
Worker Voice
2016· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781315270845_10.4324_9781315270845-12.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773852492.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552385579.pdf
2011· other· en· OAPEN (The OAPEN Foundation)· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781003477518_10.1201_9781003477518-6.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9781912250134.pdf
2013· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
1006144.pdf
2019· other· en· OAPEN (The OAPEN Foundation)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000416008.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773850269.pdf
2019· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552388358.pdf
2016· other· en· OAPEN (The OAPEN Foundation)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
1006080.pdf
2007· other· en· OAPEN (The OAPEN Foundation)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783839463543.pdf
2022· other· de· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781040134542.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9782760333918.pdf
2024· other· fr· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
American Homes
2014· book· ca· OAPEN (The OAPEN Foundation)· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781350045651.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
0308.1.00.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552387641.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
1006060.pdf
2006· other· en· OAPEN (The OAPEN Foundation)· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781317512776.pdf
2015· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
611243.pdf
2016· other· en· OAPEN (The OAPEN Foundation)· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552388815.pdf
2017· other· en· OAPEN (The OAPEN Foundation)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780199714476_WEB.pdf
2009· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
1006138.pdf
2019· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Fact and Fiction
2016· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
1005902.pdf
2004· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000822540.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552385630.pdf
2006· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
9781000430745.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
GSK38_ambos.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552386675.pdf
2006· other· en· OAPEN (The OAPEN Foundation)· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781003296065_10.4324_9781003296065-8.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
book.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Critical Alliances
2020· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundaboutno affunlabeled
9783035261547.pdf
2012· other· fr· OAPEN (The OAPEN Foundation)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781800084407.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9781552388402.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
GSK38_ambos.pdf
2020· other· de· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
GJS18_kim.pdf
2020· other· de· OAPEN (The OAPEN Foundation)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781317512776.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
eAccess to Justice
2016· book· en· OAPEN (The OAPEN Foundation)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552385876.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552387351.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9783110797909.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
9781317358312.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000433838.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781943208739.epub
2024· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552387900.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
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