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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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Sustainability and Climate Change Governance
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.

935 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.
935 works in the cohort · of 4,299,418page 3 of 19

Labels cover 9 of 935 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 935 of 935 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Developmental Environmentalism
Sung‐Young Kim, Elizabeth Thurbon
2015· article· en· Politics & Society· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
101
citations
venueno affunlabeled
Pilot Projects in Water Management
Heleen Vreugdenhil, Jill H. Slinger, Wil Thissen, Philippe Ker Rault
2010· article· en· Ecology and Society· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
100
citations
affunlabeled
Reimagining the language of engagement in a post-stakeholder world
Mark S. Reed, Bethann Garramon Merkle, Elizabeth Cook, Caitlin Hafferty, Adam P. Hejnowicz, Richard Holliman +25 more
2024· article· en· Sustainability Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
98
citations
venueno affunlabeled
Understanding leadership in the environmental sciences
Louisa Evans, Christina C. Hicks, Philippa J. Cohen, Peter Case, Murray Prideaux, David J. Mills
2015· article· en· Ecology and Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
72
citations
affunlabeled
Methods and Global Environmental Governance
Kate O’Neill, Erika Weinthal, Kimberly R. Marion Suiseeya, Steven Bernstein, Avery Cohn, Michael W. Stone +1 more
2013· article· en· Annual Review of Environment and Resources· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
70
citations
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How this was built: Screen · Findings · About