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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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Encyclopedia of Life Sciences
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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.

420 results · 1 filter active ·
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20012024
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
420 works in the cohort · of 4,299,418page 9 of 9

Labels cover 0 of 420 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 420 of 420 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
His, Wilhelm
Régis Olry
2001· other· en· Encyclopedia of Life Sciences· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Traumatic Brain Injury
Tatyana Mollayeva
2020· other· en· Encyclopedia of Life Sciences· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Chemical Synapses
Sherri L. Thiele, Joanne E. Nash
2010· other· en· Encyclopedia of Life Sciences· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Structural Diversity of the Human Genome and Disease Susceptibility
Richard S. Smith, María Gutiérrez‐Arcelus, Charles W. Tran, Stephanie Park, Cheryn J Couter, Charles Lee
2008· other· en· Encyclopedia of Life Sciences· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Altman, Sidney
Neeraja Sankaran
2001· other· en· Encyclopedia of Life Sciences· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Face Perception
Jason J.S. Barton
2016· other· en· Encyclopedia of Life Sciences· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Membrane Proteins
Reinhart A.F. Reithmeier
2001· other· en· Encyclopedia of Life Sciences· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Mutations and the Genetic Code
Johan G. de Boer
2003· other· en· Encyclopedia of Life Sciences· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Bacterial Cells
Terry J. Beveridge
2001· other· en· Encyclopedia of Life Sciences· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Brown Algae
Christopher E. Lane, Gary W. Saunders
2006· other· en· Encyclopedia of Life Sciences· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Autoimmune Hepatitis
Pascal Lapierre
2018· other· en· Encyclopedia of Life Sciences· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Stationary Allele Frequency Distributions
Bruce Rannala
2008· other· en· Encyclopedia of Life Sciences· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Neuroblastoma
Loretta M. S. Lau, Meredith S. Irwin
2011· other· en· Encyclopedia of Life Sciences· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Pseudogene Evolution in the Human Genome
Zhaolei Zhang, Deyou Zheng
2008· other· en· Encyclopedia of Life Sciences· Nursing
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Conservation of Island Flora and Fauna
Quentin Cronk
2016· other· en· Encyclopedia of Life Sciences· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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