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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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Microbial Community Ecology and Physiology
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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.

affaffiliation
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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.

2,667 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.
2,667 works in the cohort · of 4,299,418page 4 of 54

Labels cover 8 of 2,667 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 2,667 of 2,667 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A methodological framework to embrace soil biodiversity
Stefan Geisen, María J.I. Briones, Huijie Gan, Valerie M. Behan‐Pelletier, Ville‐Petri Friman, G.A. de Groot +5 more
2019· article· en· Soil Biology and Biochemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
157
citations
afffundno abstractunlabeled
A Tertiary Plastid Uses Genes from Two Endosymbionts
Nicola J. Patron, Ross F. Waller, Patrick J. Keeling
2006· article· en· Journal of Molecular Biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
156
citations
affunlabeled
External control of bacterial community structure in lakes
Eva S. Lindström, Markus Forslund, Grete Algesten, Ann‐Kristin Bergström
2006· article· en· Limnology and Oceanography· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
151
citations
affunlabeled
Back to the Future of Soil Metagenomics
Joseph Nesme, Wafa Achouak, Spiros N. Agathos, Mark Bailey, Petr Baldrián, Dominique Brunel +42 more
2016· article· en· Frontiers in Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
146
citations
affunlabeled
Microbe-driven chemical ecology: past, present and future
Ruth Schmidt, Dana Ulanová, Lukas Y. Wick, Helge B. Bode, Paolina Garbeva
2019· review· en· The ISME Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
141
citations
aboutno affunlabeled
Microbial Biofilms - Importance and Applications
Dhanasekaran Dharumadurai, Nooruddin Thajuddin
2016· book· en· InTech eBooks· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
134
citations
afffundaboutunlabeled
A shared core microbiome in soda lakes separated by large distances
Jackie Zorz, Christine Sharp, Manuel Kleiner, Paul M. K. Gordon, Richard T. Pon, Xiaoli Dong +1 more
2019· article· en· Nature Communications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
133
citations
affno abstractunlabeled
New Light on Aerobic Anoxygenic Phototrophs
Vladimir Yurkov, Julius T. Csotonyi
2008· book-chapter· en· Advances in photosynthesis and respiration· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
128
citations

How this was built: Screen · Findings · About