Bibliographic record
Abstract
Les psychotropes altèrent le psychisme d’un individu et peuvent affecter les perceptions, l’humeur, la conscience, le comportement et diverses fonctions psychologiques et physiques. Ils se divisent en cinq catégories : les dépresseurs du système nerveux central (SNC), les stimulants du SNC, les perturbateurs du SNC, les médicaments psychothérapeutiques et les androgènes et stéroïdes anabolisants. L’abus de certains psychotropes peut conduire à la tolérance, la dépendance psychologique, la dépendance physique et la toxicomanie. Un des phénomènes liés à la toxicomanie est la criminalité. Les psychotropes criminogènes directs par excellence sont l’alcool, les amphétamines, la cocaïne et la phencyclidine (PCP). Leurs propriétés pharmacologiques et toxicologiques sont variées. La relation intoxication-criminalité est complexe et dépend de divers facteurs biopsychosociaux.
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How this classification was reachedexpand
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.019 | 0.006 |
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; both teacher heads agree on what is shown here.
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".