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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 finance, accounting, and economics 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
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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.

76 results · 1 filter active ·
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20122025
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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.
76 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 76 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 76 of 76 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Financial Development and Economic Growth
Filiz Eryılmaz, Hasan Bakır, Mehmet Mercan
2015· book-chapter· en· Advances in finance, accounting, and economics book series· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
affunlabeled
Circular Economy for India
Saravan Krishnamurthy, Geoffrey Fudurich, Prakash Rao
2019· book-chapter· en· Advances in finance, accounting, and economics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affaboutunlabeled
Money Laundering in Real Estate (RE)
Mark Lokanan, Gaurav Chopra
2021· book-chapter· en· Advances in finance, accounting, and economics book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
Dark Web
Jason Diodati, John Winterdyk
2021· book-chapter· en· Advances in finance, accounting, and economics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
A Measurement-Based E-Government Portals' Maturity Model
Abdoullah Fath-Allah, Laila Cheikhi, Rafa E. Al-Qutaish, Ali Idri
2016· book-chapter· en· Advances in finance, accounting, and economics book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Central Bank Digital Currencies
Pooja Lekhi
2024· book-chapter· en· Advances in finance, accounting, and economics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
From Rhetoric to Reality
Comfort Fatimoh Sheidu, Hosea Olayiwola Patrick
2024· book-chapter· en· Advances in finance, accounting, and economics book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Analytical Impact of Digital Marketing on Smart Wearables in India
Devesh Bathla, Raina Ahuja, Shraddha Awasthi, Amrith Santhosh
2022· book-chapter· en· Advances in finance, accounting, and economics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affaboutunlabeled
Responsible Investing With Venture Capital
Anastassios Gentzoglanis
2021· book-chapter· en· Advances in finance, accounting, and economics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Fintech-Enabled Telemedicine
Shadi Askari, Alireza Ghofrani, Hamed Taherdoost
2024· book-chapter· en· Advances in finance, accounting, and economics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
Drivers of Financial Technologies
Hamed Taherdoost
2023· book-chapter· en· Advances in finance, accounting, and economics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
The Labor Market Regulation
Samir Amine
2016· book-chapter· en· Advances in finance, accounting, and economics book series· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Digital Television and its (Dys)Functions in Africa
John Bosco Mayiga
2014· book-chapter· en· Advances in finance, accounting, and economics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
The Caribbean Community
Joan Marques
2014· book-chapter· en· Advances in finance, accounting, and economics book series· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Leading the Fintech Revolution
Mitra Madanchian
2024· book-chapter· en· Advances in finance, accounting, and economics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Analysis of Investment Decision Making in Private Hospitals
Isabel Cristina Panziera Marques, Zélia Serrasqueiro, Fernanda Nogueira
2021· book-chapter· en· Advances in finance, accounting, and economics book series· Decision Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
FinTech and Change Management
Frida Lizbeth Ponce Pulido
2023· book-chapter· en· Advances in finance, accounting, and economics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Cryptocurrency Adoption
Kochar Sahibpreet Singh
2023· book-chapter· en· Advances in finance, accounting, and economics book series· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Trending Technologies in the Cryptocurrency Market
Hamed Taherdoost
2023· book-chapter· en· Advances in finance, accounting, and economics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Active Technology and Accessories
Jared R. Fletcher, Christy Tomkins‐Lane
2021· book-chapter· en· Advances in finance, accounting, and economics book series· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
Health and Wellness in an Active Economy
Cynthia Watson, Tracey A. Martin
2021· book-chapter· en· Advances in finance, accounting, and economics book series· Health Professions
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affaboutunlabeled
North America
Mitra Madanchian
2024· book-chapter· en· Advances in finance, accounting, and economics book series· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Mapping the Active Economy to Community Value
David Finch, David Legg, Norm O’Reilly, Jason Ribeiro, Trevor Tombe
2021· book-chapter· en· Advances in finance, accounting, and economics book series· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Experiments of Basic Income in Worlds of Welfare
Mohammad Ferdosi, Tom McDowell
2020· book-chapter· en· Advances in finance, accounting, and economics book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Media and Content in an Active Economy
Cheri L. Bradish, Nick Burton
2021· book-chapter· en· Advances in finance, accounting, and economics book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Unveiling the Shadows
Preet Kanwal
2023· book-chapter· en· Advances in finance, accounting, and economics book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Design and Infrastructure in an Active Economy
Chris Dawe, Mark Hentze
2021· book-chapter· en· Advances in finance, accounting, and economics book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Accounting for CBDCs
Jaspal Singh
2024· book-chapter· en· Advances in finance, accounting, and economics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
affunlabeled
Inflation and Economic Performance in the CFA Franc Zone
Komlan Fiodendji, Bernadette Dia Kamgnia, Nasser Ary Tanimoune
2013· book-chapter· en· Advances in finance, accounting, and economics book series· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

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