De manière singulière et d'usage inclusif. Représentations sociales, Transport collectif et interrelations entre handicap, territoire et environnement1
Bibliographic record
Abstract
Cet article explore les représentations sociales à l’égard des usagers ayant des différences, fonctionnelles ou non, de « l’environnement » et du « territoire » des différents acteurs que sont les usagers du transport en commun et les chauffeurs de bus. L’analyse de ce matériau riche et complexe, provenant d’entrevues, lève le voile sur les significations de ces notions pour les participants mais aussi sur l’existence de représentations sociales variant selon différents sous-groupes. Ces résultats vont enfin permettre d’identifier les enjeux qui sont liés au développement d’un transport collectif inclusif sur le territoire de la Ville de Québec.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 teacher head, 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".