Examining the Item-Level Structure of the Triarchic Psychopathy Measure: Sharpening Assessment of Psychopathy Constructs
Why this work is in the frame
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Bibliographic record
Abstract
The Triarchic Psychopathy Measure (TriPM) has emerged as a widely used measure for assessing a three-trait model of disinhibition, meanness, and boldness. Building on recent psychometric work, we examined the TriPM’s item-level factor structure and correlates in both a clinically oriented community sample ( n = 700) and in undergraduates ( n = 527). Our results indicated a replicable three-factor structure generally corresponding with disinhibition, meanness, and boldness, although many items were not clear indicators of their assigned TriPM domain scales. Consequently, these dimensions may be better represented by Alternate Disinhibition (14 items), Boldness (13 items), and Meanness (8 items) domain scales. Additionally, we identified sets of items defining distinct Self-Assurance and Fearlessness dimensions within Boldness and Irresponsibility and Impulsivity dimensions within Disinhibition. We discuss these findings in the context of other recent studies examining the TriPM’s item-level structure, highlighting key future directions for sharpening measurement of the externalizing spectrum.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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