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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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Protist diversity and phylogeny
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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.

1,754 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.
1,754 works in the cohort · of 4,299,418page 4 of 36

Labels cover 2 of 1,754 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 1,754 of 1,754 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Concepts in protistology: Species definitions and boundaries
Jens Boenigk, Marc Ereshefsky, Kerstin Hoef‐Emden, James Mallet, David Bass
2011· article· en· European Journal of Protistology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
124
citations
afffundunlabeled
Eukaryogenesis, how special really?
Austin Booth, W. Ford Doolittle
2015· review· en· Proceedings of the National Academy of Sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
121
citations
affno abstractunlabeled
More protist genomes needed
Shannon J. Sibbald, John M. Archibald
2017· article· en· Nature Ecology & Evolution· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
118
citations
affunlabeled
Divergent genomic trajectories predate the origin of animals and fungi
Eduard Ocaña‐Pallarès, Tom A. Williams, David López‐Escardó, Alicia S. Arroyo, Jananan S. Pathmanathan, Éric Bapteste +4 more
2022· article· en· Nature· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
106
citations
affno abstractunlabeled
Rhizaria
Fabien Burki, Patrick J. Keeling
2014· article· en· Current Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
100
citations
affno abstractunlabeled
Single-cell transcriptomics for microbial eukaryotes
Martin Kolísko, Vittorio Boscaro, Fabien Burki, Denis H. Lynn, Patrick J. Keeling
2014· letter· en· Current Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
99
citations

How this was built: Screen · Findings · About