La forme universitaire à l’épreuve des pratiques médiatiques personnelles
Bibliographic record
Abstract
L’évolution des formes éducatives à l’aune de l’intégration des technologies numériques au sein des pratiques pédagogiques intéresse de nombreux chercheurs, mais aussi les décideurs institutionnels. Cet article théorique propose un cadre de référence pour interroger et analyser les perturbations possibles engendrées par l’irruption, dans les pratiques pédagogiques, de pratiques médiatiques issues de la sphère personnelle. Considérée comme forme sociale de référence, la forme scolaire permet de définir et de décrire la forme universitaire sous l’angle de quatre dimensions constitutives. Plusieurs niveaux de changements de nature et d’intensité différentes sont envisagés pour apprécier les transformations qui peuvent s’opérer à partir de l’intégration de nouveaux dispositifs médiatiques et de l’effacement des frontières entre les sphères sociales caractéristiques des pratiques communicationnelles d’aujourd’hui.
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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 | 0.004 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.005 | 0.012 |
| Scholarly communication | 0.010 | 0.009 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.025 | 0.003 |
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".