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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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Environmental and Social Impact Assessments
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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.

1,406 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.
1,406 works in the cohort · of 4,299,418page 1 of 29

Labels cover 3 of 1,406 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 1,406 of 1,406 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutno abstractunlabeled
Progress in integrated assessment and modelling1A Summary of a workshop on Integrated Assessment and Modelling, held at EcoSummit 2000: Integrating the Sciences, Halifax, June 18–22, 2000. See Costanza and Jorgensen (2001) for a further report on Ecosummit.1
P.D. Parker, Rebecca Letcher, Anthony J. Jakeman, Marisa Beck, Mark Harris, R. M. Argent +37 more
2002· article· en· Environmental Modelling & Software· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
232
citations
affaboutno abstractunlabeled
Establishing the Canadian Community Monitoring Network
Graham Whitelaw, Hague Vaughan, Brian Craig, David Atkinson
2003· article· en· Environmental Monitoring and Assessment· Environmental Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
229
citations
aboutno affunlabeled
Perspectives on Strategic Environmental Assessment
Maria Rosàrio Partidärio
2024· book· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
173
citations
affunlabeled
Lessons from practice: towards successful follow-up
Angus Morrison‐Saunders, Jill Baker, Jos Arts
2003· article· en· Impact Assessment and Project Appraisal· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
102
citations
affaboutunlabeled
A Systemic Tool and Process for Sustainability Assessment
Claude Villeneuve, David Tremblay, Olivier Riffon, Georges Lanmafankpotin, Sylvie Bouchard
2017· article· en· Sustainability· Environmental Science
distilled prediction:candidate · stsconsensus · none
83
citations
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