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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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The Journal of Open Source Software
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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.

144 results · 1 filter active ·
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20172025
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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.
144 works in the cohort · of 4,299,418page 1 of 3

Labels cover 1 of 144 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 144 of 144 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
COVID-19 Data Hub
2020· article· en· The Journal of Open Source Software· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
171
citations
affunlabeled
PyBIDS: Python tools for BIDS datasets
2019· article· en· The Journal of Open Source Software· Computer Science
distilled prediction:candidate · noneconsensus · none
68
citations
affunlabeled
oce: an R package for Oceanographic Analysis
2022· article· en· The Journal of Open Source Software· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
affunlabeled
VIVO: a system for research discovery
2019· article· es· The Journal of Open Source Software· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · none
17
citations
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How this was built: Screen · Findings · About