Second Language Teacher Education and Future Directions
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
As a relatively new and growing profession, second language teacher education (SLTE) has evolved greatly over the past few decades. Indeed, SLTE has taken on a more global perspective and the knowledge base of SLTE has greatly expanded to include such topics as teacher cognition, teacher identity, reflective practice, teacher research, narratives and teacher self‐development, teacher expertise, teacher emotions, and teacher immunity, to name but a few. For language teachers, SLTE serves as a bridge to what is known in the field with what is recommended that teachers implement in the classroom and, it does this through candidates who are educated as second language teachers. This entry outlines and discusses SLTE and some different dimensions of SLTE that includes a discussion of the theory/practice disparity that exists between SLTE programs and the lived lives of language teachers in classrooms. Future directions of SLTE are also outlined and discussed.
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 | 0.000 | 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) | 0.023 | 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