The Regulation of Fee and Comparative Advertising
Bibliographic record
Abstract
The advertising and promotion of professional Services are constrained by the codes of ethics of various professional associations in Canada. Provincial governments provide a leg is lative man date within which professional organizations may govern their member ships. The rational is that only professionals are capable of setting rules that balance the needs of their member ships with those of their clients and the general public. Recently, a member of the British Columbia Veterinary Medical Association challenged the BCVMA rules governing fee advertising and comparative advertising under the Charter of Rights and Freedoms. The Court ruled that while both of these regulations in fringe on veterinar i ans' freedom of expression, the prohibition of comparative advertising is a reason able limit of that right while the rule banning fee advertising is not. Between the time of the presentation of evidence and the receipt of the Court's ruling, a survey was conducted to determine the attitudes of veterinarians in British Columbia to advertising within their profession. The results on this study indicate that the very conservative attitudes of the veterinarians of British Columbia mirror the strict advertising regulations of their association.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.016 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.005 | 0.010 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".