‘Soldiers in the front line of battle’: International teacher unions, the World Confederation of Organisations of the Teaching Profession, and the Cold War
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 article explores two related facets in the history of international teacher union organisations. First, a basic overview is provided of the history of a number of these networks, beginning in Europe well before 1900. Secondly, this exploration will then focus on one particular group ‐ the WCOTP (the World Confederation of Organisations of the Teacher Profession), and specifically its activities during the 1950s and 1960s. This organisation, like its counterparts, was actively involved over its entire history in discussing and promoting a wide variety of issues and activities relating to public education. However, it was also involved in more partisan political activities, in the context of its Cold War engagement with national teacher organisations globally. Drawing on the work of Claus Offe, Maria Elena Cook and Kim Scipes, the article explores these intra‐ and inter‐union affairs, relations with state apparatus, and raises questions about the overarching nature of teachers’ work.
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 | 0.003 | 0.003 |
| 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 | 0.001 |
| 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 it