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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 1 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.

afffundunlabeled
IMPACT World+: a globally regionalized life cycle impact assessment method
Cécile Bulle, Manuele Margni, Laure Patouillard, Anne‐Marie Boulay, Guillaume Bourgault, Vincent De Bruille +14 more
2019· article· en· The International Journal of Life Cycle Assessment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
554
citations
affaboutunlabeled
Cities and greenhouse gas emissions: moving forward
Daniel Hoornweg, Lorraine Sugar, Claudia Lorena Trejos Gómez
2011· article· en· Environment and Urbanization· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
496
citations
affno abstractunlabeled
Key Elements in a Framework for Land Use Impact Assessment Within LCA (11 pp)
Llorenç Milà i Canals, Christian Bauer, Jochen Depestele, Alain Dubreuil, Ruth Freiermuth Knuchel, Gérard Gaillard +3 more
2006· article· en· The International Journal of Life Cycle Assessment· Environmental Science
distilled prediction:candidate · noneconsensus · none
483
citations
aboutno affno abstractunlabeled
Green energies and the environment
Abdeen Mustafa Omer
2006· article· en· Renewable and Sustainable Energy Reviews· Environmental Science
distilled prediction:candidate · noneconsensus · none
270
citations
affno abstractunlabeled
A framework for assessing off-stream freshwater use in LCA
Jean-Baptiste Bayart, Cécile Bulle, Louise Deschênes, Manuele Margni, Stephan Pfister, François Vince +1 more
2010· article· en· The International Journal of Life Cycle Assessment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
262
citations
affunlabeled
LC‐IMPACT: A regionalized life cycle damage assessment method
Francesca Verones, Stefanie Hellweg, Assumpció Antón, Ligia B. Azevedo, Abhishek Chaudhary, Nuno Miguel Dias Cosme +26 more
2020· article· en· Journal of Industrial Ecology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
235
citations
aboutno affunlabeled
Advances Toward a Net-Zero Global Building Sector
Diána Ürge-Vorsatz, Radhika Khosla, Rob Bernhardt, Yi Chieh Chan, David Vérez, Shan Hu +1 more
2020· article· en· Annual Review of Environment and Resources· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
224
citations
affno abstractunlabeled
Low-carbon infrastructure strategies for cities
Christopher Kennedy, Nadine Ibrahim, Daniel Hoornweg
2014· article· en· Nature Climate Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
194
citations
aboutno affno abstractunlabeled
Updated US and Canadian normalization factors for TRACI 2.1
Morten Ryberg, Marisa Vieira, Melissa Zgola, Jane Bare, Ralph K. Rosenbaum
2013· article· en· Clean Technologies and Environmental Policy· Environmental Science
distilled prediction:candidate · noneconsensus · none
186
citations

How this was built: Screen · Findings · About