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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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Practice, progress, and proficiency in 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
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

33 results · 1 filter active ·
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20132025
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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.
33 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 33 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 33 of 33 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Biological Conservation
Gerardo P. Reyes, Kanavillil Nandakumar, Ryan Stevens
2019· book-chapter· en· Practice, progress, and proficiency in sustainability· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
186
citations
affunlabeled
When Giants Meet
Myriam Ertz, Émilie Boily
2020· book-chapter· en· Practice, progress, and proficiency in sustainability· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affunlabeled
Place-Making and Sustainable Community Development
Rosario Adapon Turvey
2019· book-chapter· en· Practice, progress, and proficiency in sustainability· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
8
citations
affunlabeled
Green Consumption Values and Consumer Behavior
Stella Tan Char Ern, Omkar Dastane, Herman Fassou Haba
2022· book-chapter· en· Practice, progress, and proficiency in sustainability· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
Educating for a Sustainable World
Asaf Zohar, David Newhouse
2019· book-chapter· en· Practice, progress, and proficiency in sustainability· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
4
citations
affunlabeled
Sustainable Resilience in Urban Land Use
José́ G. Vargas-Hernández, Elsa Patricia Orozco-Quijano
2021· book-chapter· en· Practice, progress, and proficiency in sustainability· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Evaluating Sustainability on Projects Using Indicators
Jude Talbot, Ray R. Venkataraman
2013· book-chapter· en· Practice, progress, and proficiency in sustainability· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
aboutno affunlabeled
Arctic Connectivity for Sustainable Development
Vasilii Erokhin
2018· book-chapter· en· Practice, progress, and proficiency in sustainability· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · sts
2
citations
affunlabeled
Water Resources in Chile
Javier Lozano‐Parra, Jacinto Garrido Velarde, Ignacio Aguirre
2021· book-chapter· en· Practice, progress, and proficiency in sustainability· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
Does Financial Development Lead to Employment and Growth?
Murat Gündüz, Yunus Özyıldırım
2019· book-chapter· en· Practice, progress, and proficiency in sustainability· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
The Bear and Eagle
2022· book-chapter· en· Practice, progress, and proficiency in sustainability· Social Sciences
distilled prediction:candidate · stsconsensus · sts
0
citations
affunlabeled
Future Directio
S. Anand Bharathi, S. Vinoth Kumar, S. Rajamohan, D. Unika, A. Prince Jason, Mohamed Ismail Mujahid Hilal
2024· book-chapter· en· Practice, progress, and proficiency in sustainability· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affaboutunlabeled
Teardown Index
Joseph Dahmen, Jens von Bergmann, Misha Das
2020· book-chapter· en· Practice, progress, and proficiency in sustainability· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Synchronous E-Learning on Rural Sustainability
Denise M. Golden, Alex Mayer, Brian McLaren, Jason E. E. Dampier, Patrick Maher, Mike Smith +1 more
2014· book-chapter· en· Practice, progress, and proficiency in sustainability· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
0
citations
affunlabeled
Research on the Management of Water Quality and Quantity
M. I. M. Mowjood, Pradeep Gajanayake, Lakshman Galagedara
2024· book-chapter· en· Practice, progress, and proficiency in sustainability· Environmental Science
distilled prediction:candidate · stsconsensus · none
0
citations
affaboutunlabeled
Economically Optimal Solar Power Generation
Sana Badruddin, Cameron Ryan Robertson-Gillis, Janice Ashworth, David J. Wright
2019· book-chapter· en· Practice, progress, and proficiency in sustainability· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Sustainable Resilience in Urban Land Use
José́ G. Vargas-Hernández, Elsa Patricia Orozco-Quijano
2022· book-chapter· en· Practice, progress, and proficiency in sustainability· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Collective Innovation for Complex Challenges
Goran Matic, Ana Matić
2021· book-chapter· en· Practice, progress, and proficiency in sustainability· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Extreme Precipitation Events in Chile
Javier Lozano‐Parra, Jacinto Garrido Velarde, Ignacio Aguirre
2022· book-chapter· en· Practice, progress, and proficiency in sustainability· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Advancing Sustainability Research in the 21st Century
Rosario Adapon Turvey, Sreekumari Kurissery
2019· book-chapter· en· Practice, progress, and proficiency in sustainability· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch+sts
0
citations
affaboutunlabeled
Pass, Fail, or Incomplete?
Elizabeth Spence, Tarah Wright, Heather Castleden
2014· book-chapter· en· Practice, progress, and proficiency in sustainability· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About