Pénurie de main-d’œuvre et dispositifs localisés d’insertion dans les pêches maritimes en Bretagne
Bibliographic record
Abstract
Le présent article analyse les conditions, pratiques et institutions de l’accompagnement vers l’emploi dans la socio-économie des pêches maritimes en Bretagne. Il cherche à rendre compte du processus de passage des formes traditionnelles d’accès à l’emploi portées par le milieu à des formes plus construites fondées sur les recherches de connexions entre les pratiques et institutions propres au secteur et celles des institutions publiques de l’emploi. Il analyse dans un premier temps la diversité des formes localisées d’accompagnement par le milieu selon différents quartiers maritimes ; dans un second temps il rend compte des conditions institutionnelles qui ont permis dans différents domaines cette ouverture du secteur sur la société globale pour terminer sur l’observation fine des modes de construction interactionniste d’un dispositif localisé d’insertion.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 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".