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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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Advanced biosensing and bioanalysis techniques
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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.

3,223 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.
3,223 works in the cohort · of 4,299,418page 20 of 65

Labels cover 4 of 3,223 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 3,223 of 3,223 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
FRET Materials for Biosensing and Bioimaging
Ruifang Su, Laura Francés‐Soriano, P. Iyanu Diriwari, Muhammad Munir, Lucie Haye, Thomas Just Sørensen +3 more
2025· review· en· Chemical Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
39
citations
afffundunlabeled
Tellurium‐based mass cytometry barcode for live and fixed cells
Lisa M. Willis, Hanuel Park, Michael W. L. Watson, Daniel Majonis, Jessica L. Watson, Mark Nitz
2018· article· en· Cytometry Part A· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
38
citations
afffundunlabeled
Far-red fluorescent genetically encoded calcium ion indicators
Rochelin Dalangin, Mikhail Drobizhev, Rosana S. Molina, Abhi Aggarwal, Ronak Patel, Ahmed S. Abdelfattah +7 more
2020· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
fundno affunlabeled
Multivalent Cation-Induced Actuation of DNA-Mediated Colloidal Superlattices
Devleena Samanta, Aysenur Iscen, Christine R. Laramy, Sasha B. Ebrahimi, Katherine E. Bujold, George C. Schatz +1 more
2019· article· en· Journal of the American Chemical Society· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
37
citations
afffundunlabeled
Emerging techniques for ultrasensitive protein analysis
Xiaolong Yang, Yanan Tang, Ryan R. Alt, Xiaoyu Xie, Feng Li
2016· review· en· The Analyst· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations

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