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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
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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.

342 results · 1 filter active ·
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20052025
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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.
342 works in the cohort · of 4,299,418page 1 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.

affunlabeled
Revisiting Bioaccumulation Criteria for POPs and PBT Assessments
Frank A. P. C. Gobas, Watze de Wolf, Lawrence P. Burkhard, Eric Verbruggen, Kathleen P. Plotzke
2009· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · noneconsensus · none
402
citations
affunlabeled
A Decision-Making Framework for Sediment Contamination
Peter M. Chapman, Janette Anderson
2005· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
178
citations
affunlabeled
A State-of-the-Art Review of Indigenous Peoples and Environmental Pollution
Álvaro Fernández‐Llamazares, María Garteizgogeascoa, Niladri Basu, Eduardo S. Brondízio, Mar Cabeza, Joan Martínez Alier +2 more
2019· review· en· Integrated Environmental Assessment and Management· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
159
citations
affunlabeled
Review of aquatic in situ approaches for stressor and effect diagnosis
Mark Crane, G.A. Burton, Joseph M. Culp, Marc S. Greenberg, Kelly R. Munkittrick, Rui Ribeiro +2 more
2007· review· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
99
citations
affunlabeled
Trait-based ecological risk assessment (TERA): The new frontier?
Donald J. Baird, M.N. Rubach, Paul J. Van den Brink
2008· letter· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
93
citations
affunlabeled
Comparing laboratory and field measured bioaccumulation endpoints
Lawrence P. Burkhard, Jon A. Arnot, Michelle R. Embry, Kevin J. Farley, Robert A. Hoke, Masaru Kitano +6 more
2011· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
87
citations
affunlabeled
Enhancing the ecological risk assessment process
Virginia H. Dale, Gregory R. Biddinger, James T. Oris, Glenn W. Suter, Timothy A. Thompson, Thomas Armitage +14 more
2008· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
77
citations
affunlabeled
Bioaccumulation Assessment Using Predictive Approaches
John W. Nichols, Mark Bonnell, S. Dimitrov, Beate I. Escher, Xing Han, Nynke I. Kramer
2009· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
74
citations
afffundunlabeled
The role of persistence in chemical evaluations
Donald Mackay, Dianne M. Hughes, M Luisa Romano, Mark Bonnell
2014· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · noneconsensus · none
73
citations
affunlabeled
Toward a knowledge infrastructure for traits-based ecological risk assessment
Donald J. Baird, Christopher J. O. Baker, Robert B. Brua, Mehrdad Hajibabaei, Kearon McNicol, Timothy Pascoe +1 more
2010· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
69
citations
affunlabeled
Multiple anthropogenic stressors in the Galápagos Islands' complex social–ecological system: Interactions of marine pollution, fishing pressure, and climate change with management recommendations
Juan José Alava, Karly McMullen, Jen Jones, María José Barragán‐Paladines, Catherine Hobbs, Ana Tirapé +16 more
2022· review· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
66
citations
affunlabeled
Guidance for evaluating in vivo fish bioaccumulation data
Thomas F. Parkerton, Jon A. Arnot, Anne V. Weisbrod, Christine L. Russom, Robert A. Hoke, Kent B. Woodburn +4 more
2008· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
57
citations
affunlabeled
Aquatic risk assessment of pesticides in Latin America
Pedro Carriquiriborde, Paula Mirabella, Andréa Viviana Waichman, Keith R. Solomon, Paul J. Van den Brink, Steve Maund
2014· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
54
citations
affunlabeled
Application of the tissue residue approach in ecological risk assessment
Keith Sappington, Todd S. Bridges, Steven P. Bradbury, Russell J. Erickson, A. Jan Hendriks, Roman P. Lanno +4 more
2010· review· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
53
citations

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