L’importance de la trajectoire sociale pour l’étude des classes populaires
Bibliographic record
Abstract
S’il est indéniable que les classes populaires contemporaines sont caractérisées par une hétérogénéité beaucoup plus forte que par le passé, il n’en demeure pas moins que cette diversité se dérobe pour partie aux tentatives de théorisation. Les travaux sociologiques semblent dès lors alterner entre descriptions empiriques et propositions de nouveaux paradigmes. Prenant au sérieux la troisième dimension de l’espace social (la trajectoire sociale) que Bourdieu avait proposée sans toutefois la mobiliser pour l’analyse des classes populaires, nous défendons ici l’idée suivant laquelle la mobilisation de cette dimension s’impose autant pour l’analyse des classes populaires d’aujourd’hui que pour celle des classes moyennes d’hier.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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; 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".