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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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FinTech, Crowdfunding, Digital Finance
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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
aboutaboutness

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

1,055 results · 1 filter active ·
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20002025
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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.
1,055 works in the cohort · of 4,299,418page 17 of 22

Labels cover 3 of 1,055 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 1,055 of 1,055 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Regulation of Crowdfunding activities in North America
2018· article· en· Zenodo (CERN European Organization for Nuclear Research)· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Digital Identity
Greg Kidd
2022· book-chapter· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
L’avenir appartient aux portefeuilles mobiles
Geneviève Bournival
2016· article· fr· Gestion· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
i-Trader: Intelligent Trading Bot
Sarvesh Natkar
2025· article· en· INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affaboutunlabeled
FC18-02 - Cognitive distortions among online gamblers
Terri-Lynn MacKay, David C. Hodgins, Nolan Bard, Michael Bowling
2011· article· en· European Psychiatry· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
An Abstract on AEL as a Fundraiser’s Relationship-Building Tool
Tanya Drollinger
2017· book-chapter· en· Developments in marketing science: proceedings of the Academy of Marketing Science· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · metaresearch+sts
0
citations
aboutno affunlabeled
KINGSWAY FINANCIAL SVCS INC
Dan Linh
2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Loan Pricing in Peer-to-Peer Lending
Sung-Chul Hong, Barin N. Nag
2024· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Can Financial Literacy Enhance ESG Disclosures?
Xiaoran Jia, Kiridaran Kanagaretnam, Jimmy Lee, Chee Yeow Lim
2025· preprint· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrityconsensus · none
0
citations
venueno affunlabeled
Create a New Method of Santander Bank Branches
Ahmad Alqadi
2022· article· en· International Journal of Financial Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The changing landscape of JIBS authorship
Alexandra Vo, John Cantwell, Anke Piepenbrink, Pallavi Shukla
2016· preprint· en· View· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Three essays on FinTech
Huan Tang
2020· article· en· theses.fr (ABES)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Introduction to Thematic Issue: Collaborative Innovation in African Settings
Jeremy de Beer, Erika Kraemer‐Mbula, Caroline B. Ncube, Chidi Oguamanam, Nagla Rizk, Isaac Rutenberg +1 more
2020· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Introduction
2018· book-chapter· fr· OpenEdition (OpenEdition)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+scholarly_communication+insufficient_payload
0
citations
affunlabeled
A Consensus Against False Dichotomies in Crowdfunding?
Martin Lukk, Nora Kenworthy, Erik Schneiderhan, Jeremy Snyder
2025· article· en· Journal of Philanthropy· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Payment Market and Pricing: A Bibliometric Review
Breno C. Sena, Flávio Leonel de Carvalho, Andrei Aparecido de Albuquerque
2023· review· en· International Journal of Economics and Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The DFO Experience with Inclusive Advisory Processes
2007· other· en· Open MIND· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
FinTech Adoption among Online Grocery Buyers during COVID-19 Lockdowns in Nepal
Pragya Maharjan, Niranjan Devkota, Sushanta Kumar Mahapatra, Ihtsham Ul Haq Padda, Krishna Dhakal, Surendra Mahato +4 more
2022· preprint· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affunlabeled
CCG Starter Data Kit: Malaysia
Lucy Allington, Carla Cannone, Ioannis Pappis, Karla Cervantes Barron, Will Usher, Steve Pye +19 more
2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
The extent of academic spam within academic medicine
Asha Behdinan, Naomi Eisenberg, Graham Roche‐Nagle
2025· article· en· JVS-Vascular Insights· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations

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