Bibliographic record
Abstract
Cet article explore la morphogenèse du gangstérisme dans les townships sud-africains à la lumière de la décomposition des familles. Plus précisément s’intéressera-t-on aux Cape Flats, en périphérie du Cap (Cape Town), capitale législative du pays décrite de manière récurrente comme « la capitale mondiale du meurtre ». Cet article s’appuie sur une série d’observations participantes et propose quatre lois anthropologiques susceptibles d’éclairer le phénomène criminel à l’aune du système familial. Nous soutenons la thèse que la déstructuration des cellules familiales, imputable historiquement à la période de l’apartheid, a continué avec l’ère du néolibéralisme au début des années 1990. Nous explicitons en quoi ces groupes criminels s’apparentent à des substituts parentaux qui présentent, pour user de terminologies bourdieusiennes, des « analogies de fonction » ainsi que « des homologies de structures » avec la cellule familiale.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.017 |
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".