Working with and against the bureaucratic state: histories of grassroots organising for public education reform, 1970s–1980s
Bibliographic record
Abstract
The article introduces an international Special Issue that addresses the significant question of how and why people organise to engage with policy making in the public sphere of education, from a historical perspective. Focusing on the phenomenon of ‘grassroots' community organising during the key formation period of the 1970s and 1980s, the issue collects articles from Australia, Canada, Chile, South Korea, Spain (Catalonia) and the United States for the purpose of examining what ‘grassroots' organising might look like or encompass under different kinds of states and state bureaucratic arrangements. This introductory article outlines the editors’ own research into the Australian context before highlighting how the various articles individually and collectively contribute to questions of 1) expanding understanding of what it means to organise at the grassroots level; 2) the complex relationships between state and school; 3) connections and disconnections between the local, national and international educational domains; and 4) how, methodologically, to capture people, experiences and organisations that may be fully or partly absent from official top down historical records.
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.
How this classification was reachedexpand
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 | 0.001 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".