Exploration des compétences initiales relatives au français de scolarisation chez des élèves hispanophones de 1re année scolarisés en Outaouais
Bibliographic record
Abstract
This article explores the initial French language knowledge of 10 Spanish-speaking students in the Outaouais region in terms of the alphabetic principle (i.e., linearity, orientation, etc.) and the alphabetic code (e.g., knowledge of letters, syllables, and phonemes). To account for this, qualitative research has been conducted. Results of this study show that certain tendencies are observable, in particular, that first-grade Spanish-speaking students can recognize and identify letters of the alphabet. Identifying allographs has also proven to be an easy activity. Our results also invite us to describe the French schooling functions of the participants in our study, namely that the usefulness of reading-writing lies mainly in the activities they perform on a daily basis. With regard to the paratextual aspects and the various types of books, these seem completely unknown to the participants. It can be assumed that exposure to books at home is rather rare.
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.
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 | 0.002 | 0.021 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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".