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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 12 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
New wave theory
Paul François
2023· article· en· Development· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
An Invariant-Manifold Approach to Lumping
Blessing Eberechukwu Okeke, Marc R. Roussel
2015· article· en· Mathematical Modelling of Natural Phenomena· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
MEAN FIELD MODEL OF THE GENETIC TOGGLE SWITCH
M. Andrecut, Stuart Kauffman
2006· article· en· International Journal of Modern Physics B· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Knocking sense into regulatory pathways
Guri Giaever, Corey Nislow
2009· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · none
4
citations
affunlabeled
HOW CELLS AVOID ERRORS IN METABOLIC AND SIGNALING NETWORKS
Jay E. Mittenthal, Bertrand Clarke, Alexander Scheeline
2003· article· en· International Journal of Modern Physics B· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
GeneVis: Simulation and Visualization of Genetic Networks
C. Baker, Sheelagh Carpendale, Przemysław Prusinkiewicz, Michael G. Surette
2003· article· en· Information Visualization· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Modelling Dynamics of Genetic Networks as a Multiscale Process
Xilin Wei, Roderick Melnik, Gabriel Moreno‐Hagelsieb
2005· book-chapter· en· Lecture notes in computer science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
On the fate of perturbations in critical random Boolean networks
C. Damiani, Alex Graudenzi, Marco Villani, Roberto Serra, Annamaria Colacci, Stuart Kauffman
2009· article· en· IRIS UNIMORE (University of Modena and Reggio Emilia)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Leading a Successful iGEM Team
Wayne Materi
2012· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
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