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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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Royal Society Open Science
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Retraction
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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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

462 results · 1 filter active ·
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20142025
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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.
462 works in the cohort · of 4,299,418page 1 of 10

Labels cover 1 of 462 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 462 of 462 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Modelling science trustworthiness under publish or perish pressure
David Robert Grimes, Chris T. Bauch, John P. A. Ioannidis
2018· article· en· Royal Society Open Science· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+sts+open_science
229
citations
aboutno affunlabeled
Rewilding the world's large carnivores
Christopher Wolf, William J. Ripple
2018· article· en· Royal Society Open Science· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
133
citations
afffundunlabeled
Long-term consistency of personality traits of cattle
Heather W. Neave, J.H.C. Costa, Daniel M. Weary, M.A.G. von Keyserlingk
2020· article· en· Royal Society Open Science· Veterinary
distilled prediction:candidate · noneconsensus · none
76
citations
affunlabeled
The global geography of human subsistence
Michael C. Gavin, Patrick H. Kavanagh, Hannah J. Haynie, Claire Bowern, Carol R. Ember, Russell D. Gray +6 more
2018· article· en· Royal Society Open Science· Social Sciences
distilled prediction:candidate · stsconsensus · sts
73
citations
afffundunlabeled
Cancer cells optimize elasticity for efficient migration
Ahmad Sohrabi Kashani, Muthukumaran Packirisamy
2020· article· en· Royal Society Open Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
70
citations
afffundunlabeled
Huygens’ clocks revisited
Allan R. Willms, Petko M. Kitanov, William F. Langford
2017· article· en· Royal Society Open Science· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_scienceconsensus · none
63
citations

How this was built: Screen · Findings · About