Serge PROULX, Louise POISSANT et Michel SÉNÉCAL (dir.) (2006), Communautés virtuelles : penser et agir en réseau / Amaury DAELE et Bernadette CHARLIER (dir.) (2006), Comprendre les communautés virtuelles d’enseignants. Pratiques et recherches
Bibliographic record
Abstract
Il est des comptes rendus plus difficiles à rédiger que d’autres. Écrire à propos de l’ouvrage Communautés virtuelles : penser et agir en réseau est de ceux-là. C’est en lisant, dans la foulée et comme en contrepoint, l’ouvrage dirigé par Daele et Charlier que nous avons pu mieux identifier, avec du recul, notre malaise. Nous présenterons de façon plus détaillée le premier ouvrage puisqu’il constituait, au départ, l’objet de cette lecture critique. Puis nous mettrons en évidence, dans le seco...
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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 | 0.010 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.004 | 0.002 |
| Research integrity | 0.002 | 0.006 |
| 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; both teacher heads agree on what is shown here.
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".