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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.

14,021 results · 1 filter active ·
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20182025
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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.
14,021 works in the cohort · of 4,299,418page 15 of 281

Labels cover 57 of 14,021 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 14,021 of 14,021 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Phyllosphere Microbiome in Response to Citrus Melanose
Pudong Li, Jianping Xu, Zhengyi Wang, Hongye Li
2020· preprint· en· Research Square· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
Substantial aircraft contrail formation at low soot emission levels
Christiane Voigt, Raphael Märkl, Daniel Sauer, Rebecca Dischl, Stefan Kaufmann, Tiziana Bräuer +23 more
2025· preprint· en· Research Square· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractRetractionunlabeled
RETRACTED: Repurposing the Scientific Literature with Vision-Language Models
Anton Alyakin, Jaden Stryker, Daniel Alexander Alber, Karl L. Sangwon, Brandon Duderstadt, Akshay Save +24 more
2025· preprint· en· Research Square· Computer Science
distilled prediction:candidate · scholarly_communication+research_integrityconsensus · none
4
citations
afffundno abstractunlabeled
Living Ethics: a stance and its implications in health ethics
Éric Racine, Sophie Ji, Valérie Badro, Aline Bogossian, Claude Julie Bourque, Marie-Éve Bouthillier +15 more
2022· preprint· en· Research Square· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
4
citations

How this was built: Screen · Findings · About