<i>A History of the Republic of Biafra: Law, Crime, and the Nigerian Civil War</i>. By Samuel Fury Childs Daly
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
As I read this book on the Biafran War and its aftermath, the COVID-19 pandemic disrupted rights and mobility everywhere to varying degree, ushering in a state of prolonged uncertainty across the world. This present-day backdrop made it easier to imagine the cumulative and increasingly grave effects of the changes to daily life that war ushered in to 1970s Nigeria following the Republic of Biafra’s brief existence. Daly’s central argument is that “It is impossible to understand Nigeria’s long experience of crime without the context of the Nigerian Civil War—specifically, the survival tactics that Biafrans and Nigerians developed to cope with wartime dangers and postwar hardships” (13). Criminality is not inherent to Nigeria as popular and scholarly portrayals too often suggest. Rather, it is contingent, arising from the war and its aftermath. Using evidence gathered from incomplete court records, memoirs and supplemented with some thirty oral interviews (2, 23-6), Daly...
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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