Contenu et utilité d’un forum de discussion sur Internet destiné aux parents d’enfants autistes
Bibliographic record
Abstract
Chaque jour, des millions de personnes utilisent Internet pour rechercher de l’information, se confier ou offrir de l’aide. Cet article présente une analyse du contenu d’un forum de discussion québécois destiné à des parents d’enfants autistes. Son objectif est de décrire leurs préoccupations et de mieux comprendre comment cet espace peut constituer une source de soutien. Les résultats mettent en lumière l’ampleur de la démarche de recherche de services décrite par les participantes comme étant parsemée d’embuches et de frustrations. Le rôle très actif endossé par ces mères, et qui s’apparente souvent à celui de l’intervenante, est également soulevé.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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; 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".