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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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Journal of Environmental Management
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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.

1,279 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.
1,279 works in the cohort · of 4,299,418page 7 of 26

Labels cover 0 of 1,279 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 1,279 of 1,279 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
To manage inland fisheries is to manage at the social-ecological watershed scale
Vivian M. Nguyen, Abigail J. Lynch, Nathan Young, I. G. Cowx, T. Douglas Beard, William W. Taylor +1 more
2016· review· en· Journal of Environmental Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
57
citations
affno abstractunlabeled
Gas emissions as influenced by home composting system configuration
Bijaya Adhikari, A. Trémier, Suzelle Barrington, José Martínez, M. Daumoin
2013· article· en· Journal of Environmental Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
55
citations
affno abstractunlabeled
Simple screening protocol for identification of potential mycoremediation tools for the elimination of polycyclic aromatic hydrocarbons and phenols from hyperalkalophile industrial effluents
Ramón Alberto Batista‐García, Arielle Farida Ariste, Omar E. Tovar-Herrera, Olivier Savary, Heidy Peidro‐Guzmán, Deborah González‐Abradelo +6 more
2017· article· en· Journal of Environmental Management· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
55
citations
afffundno abstractunlabeled
Linking landscape variables to cold water refugia in rivers
Wendy A. Monk, Nathan M. Wilbur, R. Allen Curry, Rolland Gagnon, Russell N. Faux
2013· article· en· Journal of Environmental Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
54
citations
afffundaboutno abstractunlabeled
Forecasting cyanobacteria dominance in Canadian temperate lakes
Anurani D. Persaud, Andrew M. Paterson, Peter J. Dillon, Jennifer G. Winter, Michelle E. Palmer, Keith M. Somers
2015· article· en· Journal of Environmental Management· Environmental Science
distilled prediction:candidate · noneconsensus · none
51
citations
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