Validation de l'échelle d'évaluation des traits antisociaux.
Bibliographic record
Abstract
This study is testing the psychometric properties of the French version of the Antisocial Process Screening Device (APSD, Frick & Hare, 2001). Reliability and validity of the scales (impulsivity/conduct problems, callous/unemotional), as well as the total scale are tested on a sample of 306 children (mean age: 9.9 years) receiving special education services because of behaviour problems. Results indicate psychometric properties consistent with the English version (Frick, O'Brien, Wooton & McBurnett, 1994), as well as some differences. Test-retest reliability, internal consistency, confirmatory factor analysis, and validity (convergent, predictive) are acceptable. Further use of the French version of the APSD is warranted for research purposes but interpretation must remain cautious in the absence of a population based sample used in the validation process. Studies on the factors associated with the precocity and the stability of antisocial traits are recommended.
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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 | 0.016 | 0.032 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".