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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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Sustainable Development and Environmental Policy
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Abstract
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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.

737 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.
737 works in the cohort · of 4,299,418page 9 of 15

Labels cover 2 of 737 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 737 of 737 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Sustainability and Climate Change
2013· book-chapter· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affaboutunlabeled
Towards Engineering for Sustainability
Douglas Nuttall
2014· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Sustainability Transitions
Jordan Carlson, Warren Mabee
2019· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Ecological Sustainability
2014· book-chapter· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Sustainable development: Genesis, challenges and perspectives
Efui Holaly GBEKLEY, Abla -Sika Hanou Gbekley, Yassir ANNOUAR, Abdourahamane Aissa Ghanny Vanessa ALI, Fo-Doh Clefasse Koula
2024· article· en· Edelweiss Applied Science and Technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Sustainable Development Goals Worth Sharing
Erika Simpson
2016· article· en· Scholarship@Western (Western University)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Findings on Happiness & Region in Nation
Ruut Veenhoven
2009· article· en· World Database of Happiness· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
Ecosophy, Population, and Sustainable Development
Arne Næss
2005· article· en· The Trumpeter· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Human Perspectives on Sustainable Future No: 99
Sue L. T. McGregor
2008· article· en· International Journal of Consumer Studies· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Towards green growth
2017· book-chapter· en· OECD Environmental Performance Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affno abstractunlabeled
Toward a Sustainable World Institutional Buildings
Dalia Salem, Emad Elwakil
2016· article· en· International Journal of Architecture Engineering and Construction· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Assessing SDGs: A New Methodology to Measure Sustainability
Lorenza Campagnolo, Carlo Carraro, Fabio Eboli, Luca Farnia
2016· article· en· AgEcon Search (University of Minnesota, USA)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
How Economically Valuable are Vulnerable Ecosystems?
Jennifer Forsythe, Zijian Sim, Claire Vincent, John N. Klironomos
2012· article· en· Bulletin of the Ecological Society of America· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
A Future of Sustainable Cooperation?
Teresa Meade
2022· other· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
HOW CAN WE MEASURE SUSTAINABILITY
Tamás Nagy
2011· article· en· Regional and Business Studies· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Calibrated Development Indexes
Niels C. Lind
2021· book-chapter· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Green Transformations and a Steady-State Economy
Adam Jutai
2023· article· Politika – Undergraduate Journal of International Affairs Politics and Policy· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affno abstractunlabeled
RANDOM ACTS OF NATURE
Maia Caron
2014· article· en· Dalhousie review· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Sustainability and business risk
Markus Biehl
2011· article· en· ˜The œbusiness & management collection.· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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