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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 2 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.

aboutno affunlabeled
9781552386729.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781912250455.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9789004508576.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773850368.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780190077167.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552386651.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
[no title]
2021· other· en· OAPEN (The OAPEN Foundation)
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
fundno affno abstractunlabeled
Railway Ecology
2017· book· en· OAPEN (The OAPEN Foundation)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000191370.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
book.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9788866559665.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Mathematics
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783839458082.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773850733.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
223942.pdf
2024· other· fr· OAPEN (The OAPEN Foundation)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundaboutno affunlabeled
9789048554317.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783111519791.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781787356795.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
GSSCA20_fuhse.pdf
2021· other· de· OAPEN (The OAPEN Foundation)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
aboutno affunlabeled
goffman-1953-communication-conduct.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
9781317451198.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundaboutno affunlabeled
9783653066067.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000822540.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000790405.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9789461664655.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773852584.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9788822911636.pdf
2021· other· it· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781350437821.epub
2024· other· en· OAPEN (The OAPEN Foundation)· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundaboutno affunlabeled
9781552385630.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783631750179.pdf
2020· other· de· OAPEN (The OAPEN Foundation)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9783903122970.pdf
2020· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552388815.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780472903795.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773852492.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
9781552389867.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
9781920382049.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
book.pdf
2021· other· en· OAPEN (The OAPEN Foundation)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9782807611269.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
9783956793622.pdf
2021· other· en· OAPEN (The OAPEN Foundation)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552389508.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552388051.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781552385845.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781040051214.pdf
2024· other· en· OAPEN (The OAPEN Foundation)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781000452235.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9781773850405.pdf
2022· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9788864538457.pdf
2022· other· it· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
9780776616667.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

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