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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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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.

55 results · 1 filter active ·
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20002024
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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.
55 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 55 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 55 of 55 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Bioremediation of hydrocarbon-contaminated polar soils
Jackie Aislabie, David J. Saul, Julia M. Foght
2006· review· en· Extremophiles· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
341
citations
affno abstractunlabeled
Microbial ecology and biodiversity in permafrost
Blaire Steven, Richard Léveillé, Wayne H. Pollard, Lyle G. Whyte
2006· review· en· Extremophiles· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
218
citations
affno abstractunlabeled
Desulfurobacterium crinifex sp. nov., a novel thermophilic, pinkish-streamer forming, chemolithoautotrophic bacterium isolated from a Juan de Fuca Ridge hydrothermal vent and amendment of the genus Desulfurobacterium
Karine Alain, Sophie Rolland, Philippe Crassous, Françoise Lesongeur, Magali Zbinden, Christian Gall +6 more
2003· article· en· Extremophiles· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
42
citations
fundno affno abstractunlabeled
Purification and biochemical characterization of a novel thermostable and halotolerant subtilisin SAPN, a serine protease from Melghiribacillus thermohalophilus Nari2AT for chitin extraction from crab and shrimp shell by-products
Sondes Mechri, Khelifa Bouacem, Fadoua Jabeur, Sara Mohamed, Nariman Ammara Addou, Ahlam Dab +7 more
2019· article· en· Extremophiles· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
29
citations
afffundno abstractunlabeled
Bacterial gene expression at low temperatures
J. T. Trevors, A K Bej, Nazia Mojib, Jan Dirk van Elsas, L.S. van Overbeek
2012· review· en· Extremophiles· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
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