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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 Monitoring
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Retraction
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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.

205 results · 1 filter active ·
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20002012
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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.
205 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 205 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 205 of 205 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Spatial and temporal pattern of pesticides in the global atmosphere
Chubashini Shunthirasingham, Catherine E. Oyiliagu, Xiaoshu Cao, Todd Gouin, Frank Wania, Sum-Chi Lee +3 more
2010· article· en· Journal of Environmental Monitoring· Environmental Science
distilled prediction:candidate · noneconsensus · none
128
citations
affunlabeled
The effects of organotin on female gastropods
Cassander P. Titley-O'Neal, Kelly R. Munkittrick, Bruce A. MacDonald
2011· review· en· Journal of Environmental Monitoring· Engineering
distilled prediction:candidate · noneconsensus · none
112
citations
afffundunlabeled
Transfer of mercury in the marine food web of West Greenland
Frank F. Rigét, Per Møller, Runé Dietz, Torkel Gissel Nielsen, Gert Asmund, Jakob Strand +2 more
2007· article· en· Journal of Environmental Monitoring· Environmental Science
distilled prediction:candidate · noneconsensus · none
70
citations
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How this was built: Screen · Findings · About