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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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Advances in public policy and administration (APPA) book series
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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
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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.

42 results · 1 filter active ·
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20142025
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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.
42 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 42 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 42 of 42 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Transparency, Technology and Taxation
Richard M. Bird
2016· book-chapter· en· Advances in public policy and administration (APPA) book series· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Alternative Social Media for Outreach and Engagement
Gordon A. Gow
2020· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
New Faces of Digital Divide and How to Bridge It
Viktor Freiman, Dragana Martinović, Xavier Robichaud
2018· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
aboutno affunlabeled
Military Expenditures and Income Inequality
Buhari Doğan, Muhlis Can, Osman Değer
2018· book-chapter· en· Advances in public policy and administration (APPA) book series· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
aboutno affunlabeled
Marketing Peace Through Tourism
Louis J. D'Amore
2018· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affaboutunlabeled
Durable Civic Technology
Lisa Mather, Pamela Robinson
2020· book-chapter· en· Advances in public policy and administration (APPA) book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Online Activism and the Arab Public Sphere
Aziz Douai
2015· book-chapter· en· Advances in public policy and administration (APPA) book series· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Developments in the Remote Work and Learning
Kiran Thakur, Badr-un-nisa Chand, Shivani Dhand
2023· book-chapter· en· Advances in public policy and administration (APPA) book series· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affaboutunlabeled
The Uncertain Participatory Geoweb
Jon Corbett, Samantha Brennan, Aidan Whitely
2020· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
1
citations
aboutno affunlabeled
Not Set in Stone
Barry W. Bussey
2022· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Citizen Engagement in Local Environmental Issues
Lorna Heaton, Patrícia Días da Silva
2016· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Customer Advocates
Margaret Law
2018· book-chapter· en· Advances in public policy and administration (APPA) book series· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
affunlabeled
Economic Development Through the Entrepreneurship Infrastructure in Ecosystems
José́ G. Vargas-Hernández, Elsa Patricia Orozco-Quijano, Francisco Javier J. González, Omar C. Vargas-González
2024· book-chapter· en· Advances in public policy and administration (APPA) book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Re-Centering Culture in Development Administration in Africa
Olabanji Akinola, Mopelolade Oreoluwa Ogunbowale
2016· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Delete, Delete, Hang-Up
2020· book-chapter· en· Advances in public policy and administration (APPA) book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Civic Engagement in Local Environmental Initiatives
Lorna Heaton, Patrícia Días da Silva
2020· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Attitude Training for Police Cadets
2020· book-chapter· en· Advances in public policy and administration (APPA) book series· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
From Colonialism to Heterarchy
Dana‐Marie Ramjit
2024· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Project Management in Government
Shauneen Furlong
2018· book-chapter· en· Advances in public policy and administration (APPA) book series· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Youth Engagement in the Era of New Media
Yoshitaka Iwasaki
2016· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Volunteered Geographic Service
Monica Gentili, Nigel Waters, Muhammad Iqbal Tubbsum, Dennis E. Nicholas
2019· book-chapter· en· Advances in public policy and administration (APPA) book series· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Recent Advancement in Fuzzy System
İ.B. Türkşen, İbrahim Özkan
2014· book-chapter· en· Advances in public policy and administration (APPA) book series· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Adverse Effects Discrimination
2020· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Participedia as a Ground for Dialogue
Marco Adria, Paul R. Messinger, Edrick A. Andrews, Chelsey Ehresman
2020· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

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