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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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Gene Regulatory Network Analysis
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

965 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
965 works in the cohort · of 4,299,418page 6 of 20

Labels cover 1 of 965 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 965 of 965 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
On the Sparse Reconstruction of Gene Networks
M. Andrecut, Stuart Kauffman
2008· article· en· Journal of Computational Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Chaos in a discrete model of a two-gene system
M. Andrecut, Stuart Kauffman
2007· article· en· Physics Letters A· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
Probing the Input–Output Behavior of Biochemical and Genetic Systems
Jordan Ang, Brian Ingalls, David R. McMillen
2010· review· en· Methods in enzymology on CD-ROM/Methods in enzymology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
17
citations
affunlabeled
Specifications of Standards in Systems and Synthetic Biology
Falk Schreiber, Gary D. Bader, Martin Golebiewski, Michael Hucka, Benjamin Kormeier, Nicolas Le Novère +5 more
2015· article· en· Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
16
citations
affunlabeled
The Intranuclear Environment
Santiago Schnell, Ronald Hancock
2008· review· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
16
citations
afffundno abstractunlabeled
Logical and symbolic analysis of robust biological dynamics
Leon Glass, Hava T. Siegelmann
2010· review· en· Current Opinion in Genetics & Development· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
16
citations
affunlabeled
A genetic circuit amplifier: design and simulation
G. De Rubertis, S.W. Davies
2003· article· en· IEEE Transactions on NanoBioscience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
Sensitive dependence on initial conditions in gene networks
Anna Machina, Roderick Edwards, P. van den Driessche
2013· article· en· Chaos An Interdisciplinary Journal of Nonlinear Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
15
citations
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