The case for a 0.05% criminal law blood alcohol concentration limit for driving
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
8(Suppl III):iii1-iii17 C anada established its current 0.08% Criminal Code blood alcohol concentration (BAC) limit for drivers in 1969*. 1 2 At the time, this was a substantial improvement, as it established a per se BAC limit under the criminal law and required impaired driving suspects to provide breath samples. However, in the more than three decades that have followed, breath testing instruments have become more accurate, public attitudes toward impaired driving have hardened, and scientific research has established that impairment begins at levels below 0.08%. In response, the international trend was and continues to be to reduce per se BAC limits to 0.05% or lower. The legal BAC limits of various countries are not always uniformly reported. The legal limit is reported to be 0.05% in numerous countries, including Argentina, Australia, Austria, Belgium, Bulgaria, Croatia, Denmark, Finland, France, Germany, Greece,
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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