Déclassement et transformation de la structure de classes au Japon de 1945 à 2013
Bibliographic record
Abstract
Le Japon avant la Seconde Guerre mondiale avait une distribution des revenus très inégalitaires, signe de différences de classes importantes. Après la défaite de 1945, l’écart dans les revenus s’est dissipé laissant la place à une pyramide des revenus relativement plate. Cette situation a donné lieu à une vision du Japon comme société sans classe, étant constitué d’une immense classe moyenne. Cependant, les inégalités ont considérablement augmenté après le début de la crise financière en 1990, quand les grandes entreprises ont effectué des mises à pied et ont limité de façon draconienne l’embauche de jeunes salariés à la sortie des écoles et de l’université. Le chômage et la pauvreté ont augmenté. Le Japon de 2013 se retrouve donc avec des inégalités de classes qui s’approchent de celles de l’avant-guerre.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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 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".