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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.

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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
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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.

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 19 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.

venueno affunlabeled
Fintech, Innovation Ecosystems, and Financial Inclusion
Daniele Schilirò
2025· article· International Business Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
Efficiency of FinTech Shares Pricing in Initial Public Offering (IPO)
Я.И. Кулешов
2021· article· ru· Экономика и предпринимательство· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueaboutunlabeled
Data Cartels, by Sarah Lamdan
Tim Ribaric
2023· article· en· Canadian Journal of Academic Librarianship· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Future Financial Decision-Making Systems
Divya Gupta, Parul Loomba, Niyati Niyati, Bhupinder Pal Singh Chahal, Priyanka Dhami Waldia
2025· book-chapter· Advances in computational intelligence and robotics book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Les dix de 2020 (2021) Film Complet Streaming VF ecj
2021· article· fr· 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
aboutno affunlabeled
The Loop [HD video]
2009· other· en· Research Output (Edinburgh Napier University)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Crowdfunding for solar power plants
Lara Lucija Biondić
2019· dissertation· hr· Repository of Faculty of Geotechnical Engineering· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affaboutunlabeled
Fraud Management in the E-Commerce Payment Systems
Raafat George Saadé, Lishan Xie
2006· article· en· Informing Science and IT Education Conference· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Welfare Gains from the Variety Growth
2023· article· en· AgEcon Search (University of Minnesota, USA)· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Can Fintech Drive Corporate Digital Transformation?
Hangqin Xiang, Yi Chen, Nianqiang Wu
2025· book-chapter· en· Lecture notes on data engineering and communications technologies· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
The Atlin Claim
2011· article· en· Open Collections· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
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