Education and the Unschooled Student: Teachersâ Discourses on Teaching Elementary School English Literacy Development Students
Bibliographic record
Abstract
Based on empirical qualitative data collected by interviewing eight elementary school teachers from across four different school boards in Ontario and analyzing new Ontario Ministry of Education policy and guidelines for supporting and programming for English Literacy Development (ELD) students, this research seeks to better understand how teachersâ discourses influence their perception of ELD studentsâ experiences in elementary schools. In particular, I look at how they view their roles as teachers, the purpose of education and schooling, their personal views on diversity, and how they program literacy for ELD students. The participantsâ discourses reveal that although they prioritize having positive relationships with their students, they often struggled to relate positively with their ELD students. Reassessing how the formal school is structured and providing directed professional development on teaching ELD students could work towards creating more positive learning experiences for ELD students in Ontario elementary schools.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".