A Case for Non Interest Banking in Nigeria amidst the Collapsing Paradigms in the Global Economy
Bibliographic record
Abstract
This paper argues for reconsideration and reevaluation of the underlying assumptions and paradigms of the world capitalist system in particular and that of economics in general. This is against the backdrop of an increasing discontent of majority of the world’s people against the growing inequality between the rich and the poor. It contends that the genesis of the problem is rooted in the concept of the selfish, individuated economic man, which has fueled our appetite for greed, selfishness and unbridled primitive capitalist accumulation. Thus these clannish and narrow assumptions must be relaxed to bring in the more altruistic, non-material components of man. This new philosophy and concept of our economic man incidentally aligns with the principles of Islamic banking, a variant of non-interest banking. But it cautions that the imperatives of citizen education and a de-emphasis on religious sentiments are central to guaranteeing the success of the programme.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.011 | 0.014 |
| Scholarly communication | 0.011 | 0.009 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.007 | 0.008 |
| Insufficient payload (model declined to judge) | 0.004 | 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".