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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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Cell Image Analysis 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.

3,696 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.
3,696 works in the cohort · of 4,299,418page 11 of 74

Labels cover 7 of 3,696 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 3,696 of 3,696 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Deformable Organisms For Medical Image Analysis
Ghassan Hamarneh, Chris McIntosh
2007· book-chapter· en· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Editorial: Artificial Intelligence in Environmental Microbiology
Mohammad‐Hossein Sarrafzadeh, Seyed Soheil Mansouri, Javad Zahiri, Solange I. Mussatto, Hashem Asgharnejad
2022· editorial· en· Frontiers in Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
3
citations
affno abstractunlabeled
VISPLORE: Exploring Particle Swarms by Visual Inspection
Namrata Khemka, Christian Jacob
2010· book-chapter· en· Adaptation, learning, and optimization· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Active mesh and neural network pipeline for cell aggregate segmentation
Matthew B. Smith, Hugh Sparks, Jorge Almagro, Agathe Chaigne, Axel Behrens, Chris Dunsby +1 more
2023· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Modeling in Neuroscience as a Decision Process
Paul Schrater, Konrad P. Körding, Gunnar Blohm
2019· article· en· OSF Preprints (OSF Preprints)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Quarterly Labour Force Survey, May - July, 2021
2021· other· en· UK Data Archive· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
afffundunlabeled
Proteomics Can Rise to the Challenge of Pseudogenes’ Coding Nature
Valeriia Vasylieva, Ihor Arefiev, Francis Bourassa, Félix-Antoine Trifiro, Marie A. Brunet
2024· review· en· Journal of Proteome Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · none
2
citations
affunlabeled
mikeyEcology/MLWIC: MLWIC
Michael A. Tabak, Mohammad Sadegh Norouzzadeh, David W. Wolfson, Steven J. Sweeney, Kurt C. VerCauteren, Nathan P. Snow +18 more
2018· article· en· Zenodo (CERN European Organization for Nuclear Research)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
MorphoDiff: Cellular Morphology Painting with Diffusion Models
Zeinab Navidi, Jun Ma, Esteban Miglietta, Le Liu, Anne E. Carpenter, Beth A. Cimini +1 more
2024· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Projecting 2D gene expression data into 3D and 4D space
Victor E. Gerth, Kaori Katsuyama, Kevin A. Snyder, Jeff B. Bowes, Atsushi Kitayama, Naoto Ueno +1 more
2007· article· en· Developmental Dynamics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Image Analysis of Microorganisms
John R. Lawrence, Darren R. Korber, Gideon Wolfaardt
2003· other· en· Encyclopedia of Environmental Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
afffundunlabeled
Numerical stability of DeepGOPlus inference
Inés Gonzalez Pepe, Yohan Chatelain, Gregory Kiar, Tristan Glatard
2024· article· en· PLoS ONE· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
2
citations
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