Reconciling the Tensions of New Teachers' Socialisation into School Culture: A Review of the Research.
Bibliographic record
Abstract
The study reviews the research from 1969 to 2005 describing pre-service candidates' transition from student teacher to professional educator during their socialisation into school culture. Despite the educational reforms in Canada, the United States, the United Kingdom and Australia over the last three decades, this review argues that new teachers experience many of the same initial concerns that have been documented about beginning teachers for over 35 years. The paper also examines the core themes that emerged in each of the respective periods identified in the review, including: teachers' perceptions of self (1969 to mid 1980s); professional sustainability (mid 1980s to late 1990s); and emerging identity during the process of their socialisation into school culture (2000 to 2005). Based on this examination, the paper suggests that the tension between new teacher identity formation and socialisation into school culture can be reconciled by a post-industrial perspective of how individuals formulate concepts of self.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.006 | 0.009 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".