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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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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
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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.

462 results · 1 filter active ·
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20142025
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Machine labels · sparse coverage
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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 8 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.

afffundunlabeled
Fluff-thieving birds sabotage seed dispersal
Vanya G. Rohwer, Anton Pauw, Paul R. Martin
2017· article· en· Royal Society Open Science· Agricultural and Biological Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
4
citations
afffundunlabeled
Signal detection models as contextual bandits
Thomas N. Sherratt, Erica O’Neill
2023· article· en· Royal Society Open Science· Decision Sciences
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Transparency and openness in science
Jeremy K. M. Sanders, Jon Blundy, Anne D. Donaldson, Steve D. M. Brown, R. J. Ivison, Miles J. Padgett +7 more
2017· editorial· en· Royal Society Open Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · none
3
citations
fundno affunlabeled
The genetics of adipose tissue metabolism
Rebecca Dumbell, Roger Cox
2024· article· en· Royal Society Open Science· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Ecological lifestyle and gill slit height across sharks
Wade J. VanderWright, Jennifer S. Bigman, Anthony S. Iliou, Nicholas K. Dulvy
2024· article· en· Royal Society Open Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
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How this was built: Screen · Findings · About