Dynamique de l’activité individuelle et collective en classe lors du passage dans les rangs
Bibliographic record
Abstract
Cet article concerne le passage dans les rangs del’enseignant, à l’école primaire, lors dutravail individuel écrit des élèves. Il viseà décrire et à analyser l’activité del’enseignant et des élèves ainsi que la dynamiquespatiotemporelle de l’activité collective en classeà partir d’observations filmées etd’entretiens en autoconfrontation. Nos résultats montrentque les élèves, autant que l’enseignant, pilotentle passage dans les rangs par leurs demandes d’aide et leuractivité masquée, et que la dynamique del’activité collective permet aux acteursd’actualiser leurs préoccupations, ce qui rend laconfiguration viable et stable.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".