Déterminisme ou liberté? Paradigmes scientifiques et intervention sociale
Bibliographic record
Abstract
L'apparent enchevêtrement des théories de la société, de la personne et de l'intervention sociale peut être démêlé dès lors qu'on les rattache aux principaux paradigmes sources qui les inspirent. On découvre alors une très forte homologie de construction de ces théories à l'intérieur de chacun des quatre principaux paradigmes qui sont nés au cours du XXe siècle: fonctionnalisme (1920), habitus culturel (1960), ethnométhodo-logie (1965) et individualisme méthodologique (1980). Parce que plusieurs de ces paradigmes, parfois contradictoires, sont souvent présents dans des séquences de travail social, leur mise à jour est essentielle pour comprendre les conséquences très concrètes des actes les plus quotidiens du travail social.
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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 | 0.028 | 0.021 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.005 | 0.070 |
| Scholarly communication | 0.012 | 0.015 |
| Open science | 0.003 | 0.007 |
| Research integrity | 0.006 | 0.008 |
| Insufficient payload (model declined to judge) | 0.005 | 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".