Perceptions of the Canadian criminal justice system among Nigerians: Evidence from a local Church
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
Diasporic communities are everywhere conceivable in today’s globalizing world. Winnipeg, Manitoba, albeit rather slowly, has not been left out of the increasing diversity of the Canadian population sequel to the surge in flows of “Third World ” bodies hitherto considered persona non grata in Canada. Dispensing with the concept “Black, ” this paper investigates the assessment of the police and courts by a sample of Nigerians at a local church in Winnipeg. Participants in this study generally have a favorable view of the police and courts in Winnipeg. Consequently, one fundamental finding of the study is that totalizing, generalizing or homogenizing the experience of Blacks and/or Blackness is theoretically misleading. The paper argues that several studies that purport to investigate “Blacks ” do not in anyway offer insights into the experiences and voices of newer immigrants or continental Africans.
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 | 0.000 | 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 | 0.001 |
| Open science | 0.001 | 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