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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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Environmental Sustainability and Education
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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.

309 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.
309 works in the cohort · of 4,299,418page 4 of 7

Labels cover 0 of 309 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 309 of 309 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.

affunlabeled
Conflitos Socioambientais e Territorialidades em Disputa:
Laylson Mota Machado, Airton Sieben, Gerson da Silva Oliveira, Lucas Moreira Amario
2024· article· pt· Novos Rumos Sociológicos· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Manufacturing Sector Holds Steady
2014· article· en· Chapman University Digital Commons (Chapman University)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Aldeia Renascer Ywyty Guaçu
Fabiano Awa Mitã
2023· article· pt· Sens public· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
POLÍTICA NACIONAL DE RESÍDUOS SÓLIDOS E DESENVOLVIMENTO SUSTENTÁVEL
Thiago Henrique Coelho Barbosa, Karcia Rangelli Sousa de Carvalho, Mayana de Souza Ferreira, Isadora Maria Vital Caldeira, Paulo Henrique Kingma Orlando
2024· book-chapter· pt· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Background
2012· article· en· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
TILAPICULTURA E IMPACTOS AMBIENTAIS
Ákylla Fernanda Souza Silva, GALBA MARIA DE CAMPOS TAKAKI
2022· article· pt· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About