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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 bioremediation and biosurfactants
Retraction
Abstract
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Study design
Label agreement
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,255 results · 1 filter active ·
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20002025
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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.
1,255 works in the cohort · of 4,299,418page 1 of 26

Labels cover 2 of 1,255 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 1,255 of 1,255 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Environmental applications for biosurfactants
Catherine N. Mulligan
2004· review· en· Environmental Pollution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1,527
citations
affunlabeled
Recent Advances in Petroleum Microbiology
Jonathan D. Van Hamme, Ajay Singh, Owen P. Ward
2003· review· en· Microbiology and Molecular Biology Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1,466
citations
affno abstractunlabeled
Surfactant-enhanced remediation of contaminated soil: a review
Catherine N. Mulligan, Raymond N. Yong, Bernard F. Gibbs
2001· review· en· Engineering Geology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1,019
citations
affunlabeled
Dehalococcoides mccartyi gen. nov., sp. nov., obligately organohalide-respiring anaerobic bacteria relevant to halogen cycling and bioremediation, belong to a novel bacterial class, Dehalococcoidia classis nov., order Dehalococcoidales ord. nov. and family Dehalococcoidaceae fam. nov., within the phylum Chloroflexi
Frank E. Löffler, Jun Yan, Kirsti M. Ritalahti, Lorenz Adrian, Elizabeth A. Edwards, Konstantinos T. Konstantinidis +4 more
2012· article· en· INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
556
citations
affno abstractunlabeled
Biotechnology and bioremediation: successes and limitations
Dua M, Ajay Singh, N. Sethunathan, Atul Kumar Johri
2002· review· en· Applied Microbiology and Biotechnology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
521
citations
affno abstractunlabeled
Production of rhamnolipids by Pseudomonas aeruginosa
Gloria Soberón‐Chávez, François Lépine, Éric Déziel
2005· review· en· Applied Microbiology and Biotechnology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
490
citations
affno abstractunlabeled
Physiological aspects
Jonathan D. Van Hamme, Ajay Singh, Owen P. Ward
2006· review· en· Biotechnology Advances· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
467
citations
affno abstractunlabeled
Heavy metal removal from sediments by biosurfactants
Raymond N. Yong, Bernard F. Gibbs
2001· article· en· Journal of Hazardous Materials· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
411
citations
fundno affunlabeled
Phenanthrene Sorption by Aliphatic-Rich Natural Organic Matter
Myrna J. Salloum, Benny Chefetz, Patrick G. Hatcher
2002· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
286
citations
affunlabeled
Accelerated biodegradation of petroleum hydrocarbon waste
Owen P. Ward, Ajay Singh, Jonathan D. Van Hamme
2003· article· en· Journal of Industrial Microbiology & Biotechnology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
195
citations

How this was built: Screen · Findings · About