L'expérience de 2416 étudiants à distance : résultats d'une enquête longitudinale sur les formations à distance soutenues par l'AUF
Bibliographic record
Abstract
Pour mieux connaître le profil sociologique des apprenants inscrits à une FOAD, leurs motivations, leurs difficultés et les bénéfices qu'ils en retirent, l'AUF, à l'issue d'un appel d'offres, a confié à un consortium d'établissements coordonné par l'université de Montréal le soin de mener une enquête durant trois années consécutives auprès des inscrits à un diplôme à distance durant les années académiques 2007-2008, 2008-2009 et 2009-2010. Les étudiants diplômés en 2008 et 2009 ont également été interrogés en vue d'analyser divers aspects liés à leur expérience de suivi d'une formation à distance. Ce chapitre présente la synthèse de cette enquête
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".