Investigated or ignored? An analysis of race-related deaths since the Macpherson Report
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
Since the publication of the Macpherson Report in February 1999, there have been at least ninety-three deaths with a known or suspected racial element in the UK. Of these, 97 per cent of the victims were from BME communities (including those from Gypsy or Traveller communities and European migrant workers). Particular groups of BME people are at risk – asylum seekers, new migrants, students and those working in the night-time economy. In only a quarter of the cases was the allegation of racism accepted and prosecuted as such, with racial motivation factored into sentencing. The over-strict interpretation of the legal provisions for racial motivation may be inhibiting the (racial) charging of perpetrators and in fact removing the racial context of a crime from the court room. It also appears that if authorities, including the police, had, on occasion, intervened earlier, against persistent harassment and low-level abuse, some deaths might have been prevented.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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