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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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Communications Chemistry
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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.

104 results · 1 filter active ·
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20182025
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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.
104 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 104 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 104 of 104 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
From melanogenesis to melanin technologies
Noah Al‐Shamery, Dauren Biyashev, Lluı́s Blancafort, Anthony Camus, Nathan C. Gianneschi, Carlos F. O. Graeff +18 more
2025· review· en· Communications Chemistry· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affunlabeled
Mapping protein binding sites by photoreactive fragment pharmacophores
Péter Ábrányi‐Balogh, Dávid Bajusz, Zoltán Orgován, Aaron Keeley, László Petri, Nikolett Péczka +18 more
2024· article· en· Communications Chemistry· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
8
citations
afffundunlabeled
Ultraviolet irradiation penetration depth on TiO2
Bugrahan Guner, Mohammad Safikhani-Mahmoudi, Fengmiao Li, Ke Zou, Omur E. Dagdeviren
2025· article· en· Communications Chemistry· Materials Science
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Charting a new course with plasmon-mediated chemistry
Christa L. Brosseau, Emiliano Cortés
2024· editorial· en· Communications Chemistry· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
5
citations
fundno affunlabeled
Chemogenomics for steroid hormone receptors (NR3)
Espen Schallmayer, Laura Isigkeit, Lewis Elson, Susanne Müller, Stefan Knapp, Julian A. Marschner +1 more
2025· article· en· Communications Chemistry· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Structure characterization with NMR molecular networking
Cailum M. K. Stienstra, Jin-Il Song, David Healey, Gennady Voronov, E. Gardner, Abhishek Patel +5 more
2025· article· en· Communications Chemistry· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About