Attention et production d'autoreformulations autoamorcées en français langue seconde, quelle relation?
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
RESUME Cette étude avait comme objectif de tenter d'établir un lien entre la capacité attentionnelle et les autoreformulations autoamorcées d'apprenants adultes de français langue seconde produites lors d'une tâche de narration. L'analyse des données n'a pas permis d'établir une association significative entre ces deux variables. Les résultats appuient donc ceux obtenus d'une étude antérieure (c.-à-d., Fincher, 2006) ayant examiné, de manière différente, la même question de recherche. Les résultats doivent être interprétés en fonction de la mesure de l'attention utilisée, à savoir une mesure capacitaire. Les conclusions de l'étude permettent de faire ressortir le manque de précision concernant la nature du processus attentionnel en jeu lors de production d'autoreformulations autoamorcées.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it