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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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Financial innovation and technology
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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.

15 results · 1 filter active ·
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20232025
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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.
15 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 15 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 15 of 15 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Fintech: Emerging Trends and the Future of Finance
Hamed Taherdoost
2023· book-chapter· en· Financial innovation and technology· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations
affno abstractunlabeled
Financial Technologies and DeFi
Abeba N. Turi
2023· book· en· Financial innovation and technology· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
10
citations
affno abstractunlabeled
Smart Contracts and DeFi Security and Threats
Gurdip Kaur, Arash Habibi Lashkari, Iman Sharafaldin, Ziba Habibi Lashkari
2023· book-chapter· en· Financial innovation and technology· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
10
citations
affno abstractunlabeled
Understanding Cybersecurity Management in Decentralized Finance
Gurdip Kaur, Arash Habibi Lashkari, Iman Sharafaldin, Ziba Habibi Lashkari
2023· book· en· Financial innovation and technology· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affno abstractunlabeled
Shock-Resistant Programmable Money: Stablecoins
Abeba N. Turi, Chiranthi Thilakarathnei
2023· book-chapter· en· Financial innovation and technology· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
3
citations
affno abstractunlabeled
Blockchain Security
Gurdip Kaur, Arash Habibi Lashkari, Iman Sharafaldin, Ziba Habibi Lashkari
2023· book-chapter· en· Financial innovation and technology· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affno abstractunlabeled
Follow the Money: Back to the Basics
Manbo He
2023· book-chapter· en· Financial innovation and technology· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Challenges, Issues, and Basic Security Practices
Gurdip Kaur, Arash Habibi Lashkari, Iman Sharafaldin, Ziba Habibi Lashkari
2023· book-chapter· en· Financial innovation and technology· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About