CORPORATE GOVERNANCE AS A TOOL FOR THE REGULATION OF FINANCIAL TECHNOLOGY
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
ABSTRACT\nThis research aims to investigate the use of internal corporate processes and reporting mechanisms as tools to regulate financial technology and mitigate associated risks, with a specific focus on data privacy within the Canadian legal context. Recognizing the critical importance of data privacy and corporate governance—particularly in light of high-profile cases involving FTX and QuadrigaCX—this study examines the governance implications of these issues. Additionally, the research explores the evolving landscape of open banking, a rapidly expanding feature of financial technology that is poised for regulation in Canada. By analyzing the nature, benefits, and risks of financial technology and reviewing extant privacy laws, this study examines the adequacy of existing laws and provide recommendations to improve the operation of financial technology in Canada.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it