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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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Encyclopedia of the UN sustainable development goals
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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
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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.

37 results · 1 filter active ·
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20182022
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
37 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 37 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 37 of 37 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Sustainable Supply Chain Analytics
M. Ali Ülkü, Alexander Engau
2020· book-chapter· en· Encyclopedia of the UN sustainable development goals· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
16
citations
affno abstractunlabeled
Sustainable Supply Chain Analytics
M. Ali Ülkü, Alexander Engau
2021· book-chapter· en· Encyclopedia of the UN sustainable development goals· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affno abstractunlabeled
Traditional Fishing Community and Sustainable Development
Prateep Kumar Nayak, Ana Carolina Esteves Dias, Sisir Kanta Pradhan
2021· book-chapter· en· Encyclopedia of the UN sustainable development goals· Nursing
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
11
citations
affno abstractunlabeled
Polygyny and Women’s Status: Myths and Evidence
Luca Maria Pesando
2021· book-chapter· en· Encyclopedia of the UN sustainable development goals· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Role of Science, Technology, and Innovation Towards SDGS
Rita S. Senise, Ricardo Yogui, Lúcio F. Cirne
2021· book-chapter· en· Encyclopedia of the UN sustainable development goals· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affno abstractunlabeled
Material Footprint and Its Role in Agenda 2030
Felipe Dall’Orsoletta, Brian Matthews
2020· book-chapter· en· Encyclopedia of the UN sustainable development goals· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Traditional Fishing Community and Sustainable Development
Prateep Kumar Nayak, Ana Carolina Esteves Dias, Sisir Kanta Pradhan
2022· book-chapter· en· Encyclopedia of the UN sustainable development goals· Nursing
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Ethnic Poverty: Causes, Implications, and Solutions
Tolu Olarewaju, Temitayo Olarewaju
2020· article· en· Encyclopedia of the UN sustainable development goals· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Climate Change Impacts and Resilience: An Arctic Case Study
S. Jeff Birchall, Seghan MacDonald
2019· book-chapter· en· Encyclopedia of the UN sustainable development goals· Health Professions
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
1
citations
aboutno affno abstractunlabeled
Urban Planning (USA and Canada)
Walter Leal Filho, Anabela Marisa Azul, Luciana Brandli, Pınar Gökçin Özuyar, Tony Wall
2019· book-chapter· en· Encyclopedia of the UN sustainable development goals· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
BRICS Consortium: Toward Implementing Sustainable Development Goal 6
Tal Septon, Nidhi Nagabhatla, Angela Min Yi Hou, Fan Yang
2021· book-chapter· en· Encyclopedia of the UN sustainable development goals· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+insufficient_payloadconsensus · metaepi_narrow
0
citations
affno abstractunlabeled
Interdisciplinary Research Teams for the Sustainable Development Goals
Meghna Ramaswamy, Darcy D. Marciniuk
2021· book-chapter· en· Encyclopedia of the UN sustainable development goals· Decision Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science
0
citations
affno abstractunlabeled
BRICS Consortium: Toward Implementing Sustainable Development Goal 6
Tal Septon, Nidhi Nagabhatla, Angela Min Yi Hou, Fan Yang
2021· book-chapter· en· Encyclopedia of the UN sustainable development goals· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+insufficient_payloadconsensus · metaepi_narrow
0
citations
affno abstractunlabeled
National Park and Ecosystem Integrity
Nuo Xu, Wanli Wu, Guangyu Wang
2020· book-chapter· en· Encyclopedia of the UN sustainable development goals· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
National Park and Ecosystem Integrity
Nuo Xu, Wanli Wu, Guangyu Wang
2020· book-chapter· en· Encyclopedia of the UN sustainable development goals· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

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