Normand LANDRY et Anne-Sophie LETELLIER (dir.) (2016), L’éducation aux médias à l’ère numérique. Entre fondations et renouvellement. Montréal, Presses de l’Université de Montréal
Bibliographic record
Abstract
L’ouvrage collectif dirige par Normand Landry et Anne-Sophie Letellier porte sur la thematique de l’education aux medias, et ce, dans une societe ou les technologies numeriques sont omnipresentes. Des l’introduction, les auteurs nous immergent dans une societe hautement mediatisee ou, a travers les reseaux numeriques, nous avons acces a de multiples services. Il est donc imperatif de poser un regard critique sur ces nouveaux medias, sur l’information, sur les pratiques et sur les attitudes qu...
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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 | 0.001 | 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 | 0.002 | 0.000 |
| Scholarly communication | 0.003 | 0.020 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".