El español en contacto con el francés en Quebec y su estudio gracias al «Corpus oral de la lengua española en Montreal» (COLEM)
Bibliographic record
Abstract
Este trabajo resume la situación lingüística de Quebec y de su inmigración ‘latina’. Describe, asimismo, la situación del español en la Región metropolitana de Montreal, espacio donde el contacto español-francés se ve favorecido por la continua migración y la percepción local de lo hispano. Por último, gracias a los datos del Corpus oral de la lengua española en Montreal, trata la integración de los migrantes y ejemplifica los principales procesos que tienen lugar en situación de contacto de lenguas y de variedades: préstamos léxicos, uso de ciertos marcadores y un caso concreto de transferencia sintáctica, fenómenos todos ellos fruto del contacto.
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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 | 0.006 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.002 |
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".