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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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Lipid Membrane Structure and Behavior
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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
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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.

2,200 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.
2,200 works in the cohort · of 4,299,418page 10 of 44

Labels cover 3 of 2,200 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 2,200 of 2,200 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
New aspects of the regulation of glycosphingolipid receptor function
Clifford A. Lingwood, Adam Manis, Radia Mahfoud, Fahima Khan, Beth Binnington, Murugesapillai Mylvaganam
2009· review· en· Chemistry and Physics of Lipids· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
61
citations
afffundno abstractunlabeled
The organization of melatonin in lipid membranes
Hannah Dies, Bonnie Cheung, Jennifer Tang, Maikel C. Rheinstädter
2015· article· en· Biochimica et Biophysica Acta (BBA) - Biomembranes· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
61
citations
affunlabeled
Membrane Proteins: Structure, Function and Motion
Masoud Jelokhani‐Niaraki
2022· editorial· en· International Journal of Molecular Sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
61
citations
affno abstractunlabeled
Lipid Bilayers
John Katsaras, Thomas Gutberlet
2001· book· en· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · none
60
citations
affno abstractunlabeled
Membrane curvature modulation of protein activity determined by NMR
Richard M. Epand, Kenneth D’Souza, Bob Berno, Michael Schlame
2014· review· en· Biochimica et Biophysica Acta (BBA) - Biomembranes· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
58
citations
afffundno abstractunlabeled
Entrapment of membrane proteins in sol-gel derived silica
Travis R. Besanger, John D. Brennan
2006· article· en· Journal of Sol-Gel Science and Technology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
55
citations
afffundunlabeled
Gauging a Hydrocarbon Ruler by an Intrinsic Exciton Probe
M. Adil Khan, Chris Neale, Catherine Michaux, Régis Pomès, Gilbert G. Privé, Robert W. Woody +1 more
2007· article· en· Biochemistry· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
55
citations
affno abstractunlabeled
Novel properties of cholesterol–dioleoylphosphatidylcholine mixtures
Richard M. Epand, Donald W. Hughes, Brian G. Sayer, Nina Borochov, D. Bach, Ellen Wachtel
2003· article· en· Biochimica et Biophysica Acta (BBA) - Biomembranes· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
55
citations
affno abstractunlabeled
Molecular Dynamics Study of Peptide-Bilayer Adsorption
Craig M. Shepherd, Kristine A. Schaus, Hans J. Vogel, André H. Juffer
2001· article· en· Biophysical Journal· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
55
citations

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