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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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Methods in molecular biology
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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.

3,129 results · 1 filter active ·
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20022025
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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.
3,129 works in the cohort · of 4,299,418page 45 of 63

Labels cover 13 of 3,129 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 3,129 of 3,129 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

fundno affno abstractgemma · no categorygpt · no categorymodels split
Transgenesis
2023· book· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Pathway Enrichment Analysis of Microarray Data
Chiara Pastrello, Yun Niu, Igor Jurišica
2021· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Single-Cell mRNA-sncRNA Co-sequencing of Preimplantation Embryos
Savana Biondic, Cheng Zhao, Michael Hagemann-Jensen, Stewart J. Russell, Katherine Vandal, Jésica Canizo +2 more
2023· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Plant Epigenetics
Igor Kovalchuk, Franz J. Zemp
2010· book· en· Methods in molecular biology· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
BioID Analysis of Actin-Binding Proteins
E. Emily Joo, Michael F. Olson
2024· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Methods and Protocols for Developing Prion Vaccines
Kristen Marciniuk, Ryan Taschuk, Scott Napper
2016· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Zika Virus
Gary Kobinger, Trina Racine
2020· book· en· Methods in molecular biology· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
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