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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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Applied Microbiology and Biotechnology
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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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aboutaboutness

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

467 results · 1 filter active ·
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20002025
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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.
467 works in the cohort · of 4,299,418page 5 of 10

Labels cover 0 of 467 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 467 of 467 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Diversity of hydrolases from hydrothermal vent sediments of the Levante Bay, Vulcano Island (Aeolian archipelago) identified by activity-based metagenomics and biochemical characterization of new esterases and an arabinopyranosidase
Antonio Placido, Hai Tran, Manuel Ferrer, Tatyana N. Chernikova, Marco A. Distaso, Dale Armstrong +8 more
2015· article· en· Applied Microbiology and Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
40
citations
affno abstractunlabeled
Microbial astaxanthin: from bioprocessing to the market recognition
Cassamo U. Mussagy, Anna M. Kot, Laurent Dufossé, Carmem N. d. P. Gonçalves, Jorge F. B. Pereira, Valéria C. Santos‐Ebinuma +2 more
2023· review· en· Applied Microbiology and Biotechnology· Energy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
36
citations
affno abstractunlabeled
Electron transfer pathways of formate-driven H2 production in Desulfovibrio
Mónica Martins, Cláudia Mourato, Fabio O. Morais‐Silva, Claudina Rodrigues‐Pousada, Gerrit Voordouw, Judy D. Wall +1 more
2016· article· en· Applied Microbiology and Biotechnology· Environmental Science
distilled prediction:candidate · noneconsensus · none
36
citations
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How this was built: Screen · Findings · About