INDIGENOUS OPINIONS FOR ACHIEVING JUSTICE AND ENDURING PEACE IN THE NIGER DELTA, NIGERIA.
Bibliographic record
Abstract
The Niger Delta area of Nigeria for decades after oil exploration still remained one of the least developed regions in the country. Several attempts have been made by the Federal Government of the nation to bring about peace in the region. Despites the various developmental initiatives put in place by the Federal Government and the oil companies, restiveness and agitations by the people in the area have continued unabated. Thus, this study critically examined the indigenous opinions for achieving justice and enduring peace in the Niger Delta, Nigeria. Design: The study was carried out using in-depth interviews and focus group discussions to generate relevant data for the research with 75 persons as participants in the in-depth interview and 40 participants who took part in the focus group discussions in four Local Government Areas of Bayelsa State, Nigeria. Result: Results from the study revealed that the desired expectations of the people in the region which will bring about justice and peace include:
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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 | 0.003 | 0.001 |
| 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 | 0.001 | 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 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".