Permeating the Boundaries of Traditional Second Language Professional Development
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
This essay reviews how a French-as-a-second-language/second language consultant supports teachers with curricula renewal and the required shift from pedagogic approaches that are Grammar-Translation and content-based to those that are communicative and competency-based. Through a traditional professional development model, the consultant prepares the teachers for new curricula. Through a job-embedded professional development model, the consultant and teacher apply new methodologies to the classroom environment, assessment and instruction. The data indicate the number of traditional and job-embedded professional development sessions for the 2012 to 2013 school year within four of the second language programs in the Greater Saskatoon Catholic School division: French Immersion, Intensive French/Post-Intensive French, Core French, and Ukrainian Bilingual. The results show that traditional sessions lead to a greater number of job-embedded sessions. To conclude, curricula renewal requires ongoing support not only for teachers at the division level, but also for pre-service teachers at the university level.
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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 | 0.007 | 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 | 0.004 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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 it