L’insertion par l’économique, un processus de socialisation à revisiter dans une économie insulaire en construction. Le cas de la Martinique
Bibliographic record
Abstract
L’insertion par l’économique, à travers notamment l’entreprise d’insertion, vise l’accès à l’emploi des publics éloignés du marché du travail. Cette forme de régulation de contrôle qui recherche l’adaptation des personnes au système est peu efficace en Martinique. En effet, la structure du tissu économique martiniquais pose problème. Intégrée à l’économie française, cette économie insulaire caribéenne connaît un mode de croissance qui amplifie les déséquilibres. Un changement de logique s’impose. Sollicitant la transaction sociale, base de cette nouvelle logique, l’entreprise d’insertion deviendrait, à certaines conditions, un outil de développement endogène qui agirait sur le tissu économique et sur les personnes.
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".