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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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Integrated Environmental Assessment and Management
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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.

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.

342 results · 1 filter active ·
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20052025
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Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
342 works in the cohort · of 4,299,418page 7 of 7

Labels cover 2 of 342 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 342 of 342 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Often overloo ked: Biological QA/QC
Thijs Bosker, Kelly R. Munkittrick
2009· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affaboutunlabeled
Selenium: When a good nutrient goes bad
Peter M. Chapman
2009· editorial· en· Integrated Environmental Assessment and Management· Nursing
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Learned Discourses
Peter M. Chapman
2007· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Learned Discourses: Timely Scientific Opinions
Peter M. Chapman
2012· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Learned discourses: Timely scientific opinions
Peter M. Chapman
2012· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
IEAM and the spirit and promise of SETAC
Charles A. Menzie
2014· editorial· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affaboutunlabeled
In Memoriam: Peter Michael Chapman (1951–2017)
John P. Giesy
2017· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Book Reviews
2017· article· en· Integrated Environmental Assessment and Management· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
When only zero risk is acceptable—Why science is not enough
Stella Swanson, Guy Gilron, Joshua Dias
2017· article· en· Integrated Environmental Assessment and Management· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
In memoriam: Edward R Long
Don MacDonald, Mary Lou Haines, Chris G. Ingersoll
2016· article· en· Integrated Environmental Assessment and Management· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
afffundno abstractunlabeled
Ducks on sewage treatment ponds—Spas or death traps?
Keith B. Tierney, P. Welsh, Cynthia A. Paszkowski
2017· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Learned discourses: Timely scientific opinions
Peter M. Chapman
2010· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Learned Discourses: Timely scientific opinions
Peter M. Chapman
2011· article· en· Integrated Environmental Assessment and Management· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Mercury in the arctic: are we overlooking the ocean?
Robie W. Macdonald, Fei Wang, Gary A. Stern, P.M. Outridge
2009· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Status of Pollinators
Richard J. Wenning
2007· article· en· Integrated Environmental Assessment and Management· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Learned Discourses: Timely scientific opinions
Peter M. Chapman
2011· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About