ФІСКАЛЬНІ ОРГАНИ КАНАДИ: ПРАВОВІ ЗАСАДИ ОРГАНІЗАЦІЇ ТА ДІЯЛЬНОСТІ
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
the article provides a legal study of the place and role of fiscal bodies in the state apparatus of Canada. The most significant signs characterizing the modern legal status and development tendencies of the fiscal bodies of Canada are revealed, as well as general and specific signs in the target, competency and organizational elements of the legal status of the fiscal bodies of this country. It is noted that the fiscal function in Canada is divided between the tax and customs services, and their functions sometimes go far beyond taxation or customs.
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 | 0.007 | 0.003 |
| Meta-epidemiology (narrow) | 0.005 | 0.005 |
| Meta-epidemiology (broad) | 0.005 | 0.003 |
| Bibliometrics | 0.002 | 0.008 |
| Science and technology studies | 0.008 | 0.011 |
| Scholarly communication | 0.003 | 0.005 |
| Open science | 0.009 | 0.003 |
| Research integrity | 0.005 | 0.005 |
| Insufficient payload (model declined to judge) | 0.030 | 0.063 |
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