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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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Protein Structure and Dynamics
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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.

2,009 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.
2,009 works in the cohort · of 4,299,418page 19 of 41

Labels cover 3 of 2,009 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 2,009 of 2,009 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Conformational Biases of Linear Motifs
Elio A. Cino, Wing‐Yiu Choy, Mikko Karttunen
2013· article· en· The Journal of Physical Chemistry B· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
18
citations
afffundunlabeled
Origin of conformational dynamics in a globular protein
Adam M. Damry, Marc M. Mayer, Aron Broom, Natalie K. Goto, Roberto A. Chica
2019· article· en· Communications Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Unique opportunities for NMR methods in structural genomics
G.T. Montelione, C.H. Arrowsmith, Mark E. Girvin, Michael A. Kennedy, John L. Markley, Robert Powers +2 more
2009· article· en· Journal of Structural and Functional Genomics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
AlphaFold2 can predict single-mutation effects
J. Michael McBride, Konstantin Polev, Amirbek Abdirasulov, Vladimir Reinharz, Bartosz A. Grzybowski, Tsvi Tlusty
2022· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
afffundunlabeled
Designing succinct structural alphabets
Shuai Cheng Li, Dongbo Bu, Xin Gao, Jinbo Xu, Ming Li
2008· article· en· Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
17
citations
afffundunlabeled
Data driven flexible backbone protein design
Mark Sun, Philip M. Kim
2017· article· en· PLoS Computational Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
16
citations
afffundunlabeled
Dawn of a New Era for Membrane Protein Design
Shahin Sowlati‐Hashjin, Aanshi Gandhi, Michael Garton
2022· review· en· BioDesign Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
16
citations
affunlabeled
FITTING PROTEIN CHAINS TO CUBIC LATTICE IS NP-COMPLETE
Ján Maňuch, Daya Ram Gaur
2008· article· en· Journal of Bioinformatics and Computational Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
16
citations

How this was built: Screen · Findings · About