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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.

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.

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 6 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.

affunlabeled
Scaling Deep Decarbonization Technologies
K. John Holmes, Elizabeth L. Zeitler, M. Kerxhalli‐Kleinfield, R. DeBoer
2021· article· en· Earth s Future· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
36
citations
affaboutno abstractunlabeled
The Quebec Life Cycle Inventory Database Project
Pascal Lesage, Réjean Samson
2013· article· en· The International Journal of Life Cycle Assessment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
affno abstractunlabeled
Sustainability Assessment Methodologies
Marcos Djun Barbosa Watanabe, Lucas G. Pereira, Mateus Ferreira Chagas, Marcelo Pereira da Cunha, Charles D.F. Jesus, Alexandre Souza +4 more
2015· book-chapter· en· Green energy and technology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
34
citations
affno abstractunlabeled
A new data architecture for advancing life cycle assessment
Wesley W. Ingwersen, Troy R. Hawkins, Thomas R. Transue, David E. Meyer, Gary Moore, Ezra Kahn +3 more
2015· article· en· The International Journal of Life Cycle Assessment· Environmental Science
distilled prediction:candidate · noneconsensus · none
32
citations
affaboutunlabeled
Changes in Energy Intensity in Canada
Saeed Moshiri, Nana Twum Duah
2016· article· en· The Energy Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations
affunlabeled
Life Cycle Assessment for Economists
Deepak Rajagopal, Caroline Vanderghem, Heather L. MacLean
2017· article· en· Annual Review of Resource Economics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations
affaboutunlabeled
Environmental impacts of road pavement rehabilitation
Thomas Elliot, Alan Carter, Sumedha Ghattuwar, Annie Levasseur
2023· article· en· Transportation Research Part D Transport and Environment· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
31
citations
fundno affunlabeled
Greening through Trade
Sikina Jinnah, Jean‐Frédéric Morin
2020· book· en· The MIT Press eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations
affaboutunlabeled
Cities and Greenhouse Gas Emissions: Moving Forward
Daniel Hoornweg, Lorraine Sugar, Claudia Lorena Trejos Gómez
2020· article· en· Urbanisation· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations

How this was built: Screen · Findings · About