Economic Recession In Nigeria: An Important Risk Factor For Suicide
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
There was a general belief and assumption that Nigerians so much love life that none of its citizens can ever think of taking his own life. This might have been responsible for the World Values Survey Report in 2003, which ranked Nigerians among the happiest people in the world, and the 6th happiest people in Africa, and 95th in the world by the United Nations (UN) in spite of the glaring challenges confronting them. However, these good stories may have been faulted and the general belief and assumption dispersed by the worrisome high rates of suicide in Nigeria few months into economic recession, which started in the first quarter of 2016. This development is strange to Nigerians, and in view of this, there are grounds to consider an association between economic recession and increased suicide rates. This study, therefore, intends to establish that economic recession is an important risk factor for suicide, and recommend measures to prevent recession-induced suicide.
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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 | 0.001 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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