Bibliographic record
Abstract
Abstract The Hare Psychopathy Checklist‐Revised or PCL‐R and the Screening Version of the Hare Psychopathy Checklist‐Revised or PCL:SV are observer ratings scales designed to assess the lifetime presence and severity of a wide range of symptoms of psychopathy in adults. PCL‐R is intended specifically for use in correctional offenders and forensic psychiatric patients, whereas PCL:SV is also intended for use in civil psychiatric patients and community residents. Research indicates PCL‐R and PCL:SV have good psychometric properties, including inter‐rater, structural, and test‐retest reliabilities. The tests have good concurrent validity with respect to other procedures for assessing psychopathy and robust predictive validity with respect to serious antisocial behavior, including violence. PCL‐R and PCL:SV are often used by forensic mental health professionals as part of comprehensive risk assessments, although evaluators should be aware of some important limitations of the tests.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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".