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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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Heat shock proteins research
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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.

1,386 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.
1,386 works in the cohort · of 4,299,418page 10 of 28

Labels cover 0 of 1,386 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 1,386 of 1,386 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Conserved structure and expression of hsp70 paralogs in teleost fishes
David C. H. Metzger, Jakob Hemmer‐Hansen, Patricia M. Schulte
2016· article· en· Comparative Biochemistry and Physiology Part D Genomics and Proteomics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
44
citations
affunlabeled
The Role of Stress Proteins in Prostate Cancer
Alan So, Boris Hadaschik, Richard D. Sowery, Martin Gleave
2007· article· en· Current Genomics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
44
citations
affunlabeled
Protein folding, protein homeostasis, and cancer
John H. Van Drie
2011· review· en· Chinese Journal of Cancer· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations
afffundno abstractunlabeled
Small heat shock proteins: big folding machines
Geneviève Morrow, Lawrence E. Hightower, Robert M. Tanguay
2014· review· en· Cell Stress and Chaperones· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
43
citations
afffundunlabeled
Identification of a Common Subnuclear Localization Signal
Karim Mekhail, Luis Rivero-Lopez, Ahmad Al-Masri, Caroline Brandon, Mireille Khacho, Stephen Lee
2007· article· en· Molecular Biology of the Cell· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
43
citations
afffundno abstractunlabeled
Getting a grip on non‐native proteins
Peter C. Stirling, Victor F. Lundin, Michel R. Leroux
2003· review· en· EMBO Reports· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
42
citations

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