Are Brief Contact Experiences and Classroom Language Learning Complementary?
Bibliographic record
Abstract
This paper presents the perspectives of a Grade 6 French immersion class from Ontario on a brief exchange experience with francophone peers from Quebec, and describes how this experience complemented their classroom language studies. An earlier study of immersion graduates indicated that students who had had contact with native speakers during their immersion studies attained higher French proficiency and integrated French more into their daily lives after graduation than those who had not. The results of that research led to the hypothesis that certain classroom language learning limitations may be overcome by providing young learners with opportunities for contact with native speakers outside the classroom. This paper reports results of a case study of an exchange between two Grade 6 classes. The study examined immersion students' perception of the operation of both social and cognitive/linguistic processes in the classroom and in the exchange context, the areas in which the classroom context and the exchange context were complementary, and the possible pedagogical implications.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".