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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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The World Bank eBooks
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Retraction
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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.

18 results · 1 filter active ·
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20002023
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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.
18 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 18 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 18 of 18 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Can Anyone Hear Us?
Deepa naraya, Raj Patel, Kai A. Schafft, Anne Rademacher, Sarah Koch-Schulte
2000· book· en· The World Bank eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
917
citations
aboutno affunlabeled
Informality
Guillermo Perry, Omar Arias, Pablo Fajnzylber, William F. Maloney, Andrew Mason, Jaime Saavedra-Chanduví
2007· book· en· The World Bank eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
802
citations
aboutno affunlabeled
Neurological Disorders
Kiran T. Thakur, Emiliano Albanese, Pantéleimon Giannakopoulos, Nathalie Jetté, Mattias Linde, Martin Prince +2 more
2016· book-chapter· en· The World Bank eBooks· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
51
citations
aboutno affunlabeled
International Public Administration Reform
Nick Manning, Neil Parison
2003· book· en· The World Bank eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
46
citations
aboutno affunlabeled
Forest Law and Sustainable Development
Lawrence C. Christy, Charles E. Di Leva, Jonathan Lindsay, Patrice Talla Takoukam
2007· book· en· The World Bank eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
14
citations
aboutno affunlabeled
Power for All: Electricity Access Challenge in India
Sudeshna Ghosh Banerjee, Douglas F. Barnes, Hussain A. Samad
2014· book· en· The World Bank eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Health Worker Performance
Jonathan Brock, Kenneth L. Leonard, Melkiory C. Masatu, Pieter Serneels
2013· book-chapter· en· The World Bank eBooks· Medicine
machine prediction:candidate · noneconsensus · none
8
citations
aboutno affunlabeled
Challenges of CAFTA
Carlos Felipe Jaramillo, Daniel Lederman
2006· book· id· The World Bank eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
aboutno affunlabeled
Human Rights
Susan Ariel Aaronson
2011· book-chapter· en· The World Bank eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Sindh Province’s Priority Environmental Problems
Ernesto Sánchez-Triana, Santiago Enríquez, Björn Larsen, Peter Webster, Javaid Afzal
2015· book-chapter· en· The World Bank eBooks· Nursing
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Case Studies
Perinaz Bhada‐Tata, Thierry Martin, Kevin Serrona, Ritu Thakur, Flaviu Pop, Shiko Hayashi +4 more
2018· book-chapter· en· The World Bank eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Front Matter
2018· paratext· en· The World Bank eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Definition, Characteristics, and Types of Health PPPs
Sang Minh Le, Ramesh Govindaraj, Caryn Bredenkamp
2020· book-chapter· en· The World Bank eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About