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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 Impact and Sustainability
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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.

1,268 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.
1,268 works in the cohort · of 4,299,418page 11 of 26

Labels cover 7 of 1,268 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 1,268 of 1,268 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Are per capita carbon emissions predictable across countries?
Cheng-Kuan Lin, Tom Chen, Xihao Li, Nathalie de Marcellis-Warin, Corwin Zigler, David C. Christiani
2019· article· en· Journal of Environmental Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
A critical review of life cycle assessment of renewable agricultural systems
Mohammadali Kiehbadroudinezhad, Homa Hosseinzadeh-Bandbafha, Sheikh Ahmad Faiz Sheikh Ahmad Tajuddin, Meisam Tabatabaei, Mortaza Aghbashlo
2024· review· en· Sustainable Energy Technologies and Assessments· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affno abstractunlabeled
1.9 Exergoenvironmental Analysis
İbrahim Dinçer, Marc A. Rosen, Maan Al‐Zareer
2018· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
11
citations
affunlabeled
Estimating the carbon emissions balance for South Africa
Alan C. Brent, Sibbele Hietkamp, Russell M. Wise, Kenney O’Kennedy
2011· article· en· South African Journal of Economic and Management Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
11
citations
affaboutno abstractunlabeled
Inventory for energy production in Canada
Alain Dubreuil
2001· article· en· The International Journal of Life Cycle Assessment· Environmental Science
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Product category rules alignment workshop, October 4, 2011 in Chicago, IL, USA
Wesley W. Ingwersen, Vairavan Subramanian, Rita Schenck, Lindita Bushi, Amy A. Costello, Laura Draucker +4 more
2011· article· en· The International Journal of Life Cycle Assessment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affaboutunlabeled
Environmental Research Addressing Sustainable Development Goals
James R. Mihelcic, Ricardo Barra, Bryan W. Brooks, Miriam L. Diamond, Matthew J. Eckelman, Jacqueline MacDonald Gibson +10 more
2023· editorial· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · sts+research_integrity+insufficient_payload
10
citations

How this was built: Screen · Findings · About