The Bradford 12 - An Obstinate Memory
Bibliographic record
Abstract
The Black and Asian diaspora in the UK has battled in social struggles for more than half a century. Now, in the time of Black Lives Matter, opportunities have arisen for the telling (or retelling) of suppressed histories of resistance to racism, but who does that telling, how is it told and to what political and social agendas? Outlining the how obstinate memory operates within an innovative ‘documentary of force’ methodology of media praxis we trace an international lineage of struggles for justice and how radical histories must defend themselves in an era when hegemonies operate to suppress communities. Using the case study of the Bradford 12 story, we explore how important notions of ‘obstinate memory’ can challenge the state and liberal classes attempts to ‘soften’ the history of radical struggle. This essay explores how the methodology of ‘documentary of force’ filmmaking can give voice to silenced histories.
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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 | 0.000 | 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 | 0.000 | 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 | 0.001 |
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 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".