Bibliographic record
Abstract
RÉSUMÉ L'efficacité technique et l'efficacité symbolique. La perspective des homéopathes Nous analysons les phénomènes de l'efficacité technique et de l'efficacité symbolique dans le contexte des soins homéopathiques. Nous explorons le rapport existant entre ces deux ordres de réalité à partir du discours des homéopathes non-médecins et non-pharmaciens sur leurs pratiques et, en particulier, sur la relation thérapeutique qu'ils souhaitent développer avec leurs clients. Finalement, nous interrogeons la signification sociale des soins homéopathiques en nous demandant si ces soins représentent un espace privilégié de sym-bolisation dans notre société moderne avancée caractérisée par le développement constant de la technique dans l'ensemble des champs de la vie humaine. Mots clefs : Sévigny, soins, homéopathie, efficacité technique, efficacité symbolique
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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 | 0.006 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.023 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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".