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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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Soil biology
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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.

25 results · 1 filter active ·
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20042019
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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.
25 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 25 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 25 of 25 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Advances in Applied Bioremediation
Ajay Singh, Ramesh Chander Kuhad, Owen P. Ward
2009· book· en· Soil biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
136
citations
affno abstractunlabeled
Bioaugmentation, Biostimulation and Biocontrol
Ajay Singh, Ramesh Chander Kuhad, Nagina Parmar
2011· book· en· Soil biology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
93
citations
affno abstractunlabeled
Biodegradation and Bioremediation
Ajay Singh, Owen P. Ward
2004· book· en· Soil biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
89
citations
affno abstractunlabeled
Geomicrobiology and Biogeochemistry
Nagina Parmar, Ajay Singh
2013· book· en· Soil biology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
56
citations
affno abstractunlabeled
Bacterial and Archaeal Diversity in Permafrost
Blaire Steven, Thomas D. Niederberger, Lyle G. Whyte
2008· book-chapter· en· Soil biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations
affno abstractunlabeled
Extreme Views on Prokaryote Evolution
Patrice Dion
2007· book-chapter· en· Soil biology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
32
citations
affno abstractunlabeled
Arctic Permafrost Soils
C. Tarnocai
2008· book-chapter· en· Soil biology· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
29
citations
affno abstractunlabeled
Biotechnology and Bioremediation — An Overview
Ajay Singh, Owen P. Ward
2004· book-chapter· en· Soil biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
29
citations
affno abstractunlabeled
Impact of Climate Change on Root–Pathogen Interactions
Parinita Singh, Touseef Hussain, Seema Patel, Nadeem Akhtar
2018· book-chapter· en· Soil biology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
15
citations
affno abstractunlabeled
Nanoparticle Interaction with Plants
Ivan Pacheco, Cristina Buzea
2017· book-chapter· en· Soil biology· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Bacterial Conjugation in Soil
Jan Dirk van Elsas, Sarah L. Turner, J. T. Trevors
2006· book-chapter· en· Soil biology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affno abstractunlabeled
Biosurfactants in Bioremediation
Jonathan D. Van Hamme, J. Urban
2009· book-chapter· en· Soil biology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
9
citations
affno abstractunlabeled
The Microbiological Promises of Extreme Soils
Patrice Dion
2007· book-chapter· en· Soil biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations

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