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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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Microbial Metabolic Engineering and Bioproduction
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
fundfunder
venuejournal
aboutaboutness

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

1,085 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.
1,085 works in the cohort · of 4,299,418page 8 of 22

Labels cover 1 of 1,085 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 1,085 of 1,085 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Synthetic Lipid Biology
Po-Hsun Brian Chen, Xiangling Li, Jeremy M. Baskin
2025· review· en· Chemical Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations
afffundno abstractunlabeled
Bacterial gene expression at low temperatures
J. T. Trevors, A K Bej, Nazia Mojib, Jan Dirk van Elsas, L.S. van Overbeek
2012· review· en· Extremophiles· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
affunlabeled
Knowledge representation in metabolic pathway databases
Miranda D. Stobbe, Gerbert A. Jansen, Perry D. Moerland, Antoine H. C. van Kampen
2012· review· en· Briefings in Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
affno abstractunlabeled
Microbiomes for sustainable biomanufacturing
Matthew Scarborough, Christopher E. Lawson, Amy C. DeCola, Ian Mateus Gois
2021· review· en· Current Opinion in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
afffundunlabeled
The evolutionary ecology of ethanol
Anna C Bowland, Amanda Melin, David J. Hosken, Kimberley J. Hockings, Matthew A. Carrigan
2024· review· en· Trends in Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
22
citations

How this was built: Screen · Findings · About