The relational work of international teachers: A case study of a Sino-foreign school
Bibliographic record
Abstract
Abstract In the context of a rapid expansion of 'internationalized' schools around the world, and the subsequent demands for a teaching workforce, teachers are increasingly on the move. It is, however, no longer sufficient to represent international teacher mobility merely as a movement of predominantly English-speaking teachers who can deliver American, British, Canadian or Australian curricula. The increase in schools that offer bilingual and dual curricula has resulted in the mobility of local teachers who work alongside English-speaking ones. Although these schools are attractive to many international and local teachers, they also present certain professional, cultural and linguistic challenges. Drawing on the theory of practice architectures, this article identifies and discusses the relational tensions between foreign and local teachers as they grapple to build a new professional culture of collaboration – one that demands the transformation of dispositions, professional knowledge, actions and judgements to 'fit in' to the internationalized school.
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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 | 0.005 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.037 | 0.015 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.003 | 0.010 |
| Research integrity | 0.004 | 0.007 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".