Rorschach Assessment of Complex Trauma in Youth
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
Abstract. A history of complex trauma or exposure to multiple traumatic events of an interpersonal nature, such as abuse, neglect, and/or major attachment disruptions, is unfortunately common in youth referred for psychological assessment. The way these adolescents approach the Rorschach task and thematic contents they provide often reflect how such experiences have deeply affected their personality development. This article proposes a shift in perspective in the interpretation of protocols of adolescents who suffered complex trauma with reference to two aspects: (a) the diagnostic relevance of avoidant or emotionally constricted Rorschach protocols that may otherwise appear of little use, and (b) the importance of danger-related thematic contents reflecting the youth’s sense of threat, harm, and vulnerability. Regarding this last aspect, the article reintroduces the Preoccupation with Danger Index ( DI). Two cases are presented to illustrate the approach.
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.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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