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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 10 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.

afffundunlabeled
The minimum energy required to build a cell
Edwin Ortega-Arzola, Peter M. Higgins, Charles S. Cockell
2024· article· en· Scientific Reports· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
18
citations
afffundno abstractunlabeled
Toward a systematic design of smart probiotics
Ruhi Choudhary, Radhakrishnan Mahadevan
2020· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
venueno affunlabeled
The Important Role of the Citric Acid Cycle in Plants
Lina Wang, Donghai Cui, Xueyuan Zhao, Miao He
2017· article· en· Genomics and Applied Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
18
citations
fundno affunlabeled
Characterization of microbial communities in ethanol biorefineries
Fernanda C Firmino, Davide Porcellato, Madison S. Cox, Garret Suen, Jeffery R. Broadbent, J. L. Steele
2019· article· en· Journal of Industrial Microbiology & Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Systems engineering of Escherichia coli for n-butane production
Yilan Liu, Anna N. Khusnutdinova, Jinjin Chen, David Crisante, Khorcheska Batyrova, Kaushik Raj +9 more
2022· article· en· Metabolic Engineering· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
15
citations

How this was built: Screen · Findings · About