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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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Molecular Systems 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.

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.

130 results · 1 filter active ·
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20052025
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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.
130 works in the cohort · of 4,299,418page 3 of 3

Labels cover 0 of 130 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 130 of 130 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Metabolic mapping of the human solute carrier superfamily
Tabea Wiedmer, Shao Thing Teoh, Eirini Christodoulaki, Gernot Wolf, Chengzhe Tian, Vitaly Sedlyarov +27 more
2025· article· en· Molecular Systems Biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
The interactome of human EGF/ErbB receptors
Peter Uetz, Igor Štagljar
2006· article· en· Molecular Systems Biology· Medicine
distilled prediction:candidate · noneconsensus · none
14
citations
affaboutunlabeled
Chromatin regulators shape the genotype–phenotype map
Christian R. Landry, Scott A. Rifkin
2010· letter· en· Molecular Systems Biology· Agricultural and Biological Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
7
citations
affunlabeled
Chaperonin activity modulates codon adaptation
Sangjo Han, Philip M. Kim
2010· letter· en· Molecular Systems Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
5
citations
affunlabeled
Two protein/protein interaction assays in one go
Mikko Taipale
2018· letter· en· Molecular Systems Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
4
citations
afffundunlabeled
Constraints on the optimization of gene product diversity
Daohan Jiang, Nevraj S. Kejiou, Yi Qiu, Alexander F. Palazzo, Matthew W. Pennell
2025· article· en· Molecular Systems Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Turning up the heat on essential E. coli genes
Arun Kumar, Peter C. Stirling
2023· article· en· Molecular Systems Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About