Into the ordinary: non-elite actors and the mobility of harm reduction policies
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
Abstract Research on policy transfer and policy mobility has focused much attention on relatively elite actors, such as politicians, international organisations, think tanks, philanthropic donors, and consultancy firms. In contrast, this article uses the case of ‘harm reduction’ drug policy, an area of practice and research that is committed to valuing ‘non-elite’ actors, to show how they are frequently involved in mobilizing policy knowledge. Focusing on the role of service providers, activists and service users in the mobilization of harm reduction models, the paper discusses four key practices associated with these non-elite actors: cooperation, convergence, disobedience and display. The article argues that the deep involvement of relatively non-elite actors in mobilizing harm reduction policies means that multi-disciplinary scholarship would be enriched by going ‘into the ordinary’ in a wide range of policy contexts.
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 | 0.001 | 0.000 |
| 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 | 0.001 |
| 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