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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
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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 12 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Motivating a “Thinkable Politics”
Tim Christion
2020· article· en· Environmental Philosophy· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Designing Research to Catalyse Climate Action
Bruce Currie‐Alder, Ken De Souza
2021· book-chapter· en· Water resources development and management· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Sustainable Governance
Robert Gibson
2023· book-chapter· en· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Translating public action into policy
Chrystal Mantyka‐Pringle, Andrew P. Kythreotis
2014· letter· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Complex Governance for the Anthropocene
Philippe Le Prestre
2018· article· en· Revista de Estudos e Pesquisas Avançadas do Terceiro Setor· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
La United Kingdom Stem Cell Bank
Virginie Tournay, Marie‐Odile Ott, Dörte Bemme, Christelle Routelous
2011· article· fr· Sociologie et sociétés· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
20:30 BRUXSELS TALKS
Ellen Anthoni, Khushboo Balwani, Jessica Schoffelen, Karin Hannes
2021· article· en· Art/Research International A Transdisciplinary Journal· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
afffundno abstractunlabeled
Editorial overview: The green transition
Priera Panescu, Alejandro G. Marangoni
2025· editorial· en· Current Research in Food Science· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Wind Power Politics and Policy
Scott Victor Valentine
2015· preprint· en· Oxford University Press eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Sixty years of ecology with impact
Lydia Groves, Rowena Gordon, Tadeu Siqueira, Cate Macinnis‐Ng, Lorenzo Marini, Martín A. Núñez +2 more
2024· article· en· Journal of Applied Ecology· Environmental Science
machine prediction:candidate · bibliometricsconsensus · none
1
citations
affunlabeled
Climate Action Research: What’s Holding Us Back?
Bradley Hastings, David Grant, P. Devereaux Jennings, Hilary Bradbury, Daniel Nyberg
2024· article· en· Academy of Management Proceedings· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations
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