‘Only a tree stands still to be cut down’: discoursing legitimation in narratives of the Nigeria-Biafra war and the IPOB movement (1967 to present)
Bibliographic record
Abstract
At sixty years, the Biafran movement has evolved, with actors and narratives shaped by new demographics, discourse modalities, and ideologies. While its most compelling leaders – Ojukwu and Kanu — share a secessionist goal, Kanu’s rhetoric is widely perceived as diverging from his forebear’s. With frameworks in discourse studies, I explore wide-ranging topoi of legitimation in Ojukwu’s chronicles of the Nigeria-Biafra war, and a corpus ofliberationist narratives by Kanu, leader of the present-day IPOB. I show that the resurged movement remains a clone of the old, united by insurrectionism and the various propagandist tools that have become indexical of the secessionist struggle.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.009 | 0.014 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.030 | 0.058 |
| Scholarly communication | 0.013 | 0.012 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.004 | 0.006 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".