Le clinicien et la question de la « dangerosité » : à la croisée du social et de l’individuel
Bibliographic record
Abstract
The concept of “dangerosity” as applied to a single individual excludes other forms of social violence. I) A “mythical” function which names what appears threatening. II) An “instrumental” function which identifies the so-called Social Disease, legitimizes the violence of incarceration, and pursues the quest for a rationale. III) A “symbolic” function which points out dangerous individuals in order to set them apart. The clinician becomes a prisoner of that notion. As an expert he is forced by the judicial process to restrict the psychic reality down to the responsibility and irresponsibility levels. The play-then moves on from the social to the individual scene. Within the institution, he must tell fantasies and reality apart while at the same time — caught in the trap — he becomes the “watcher” of those excluded. Society asks the clinician to restore its image of a perfect world but when the penalty is applied, it seems likely that it can be traced back to the same drives.
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 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 | 0.005 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.008 | 0.053 |
| Scholarly communication | 0.008 | 0.008 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.011 | 0.013 |
| Insufficient payload (model declined to judge) | 0.007 | 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".