An Evaluation of Press Coverage of Children’s and Women’s Rights in Nigeria
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
Factors like military incursion in the political life of Nigeria and brazen mismanagement of public affairs few occasions civilians came into power have over the years, cripple political, economic, social, ecological and cultural developments in Nigeria. Women and children largely constitute the principal victims of these combined political, social, ecological and economic crises to the extent women’s and children’s rights have been neglected over a long period of time in Nigeria. This study however, aimed to ascertain the nature, frequency and volume of coverage given to issues relating to women’s and children’s rights in the Nigerian news media. Content analysis was used to analyse the content of three randomly selected Nigerian Newspapers. Data obtained for the study were analysed using tables and simple percentages. Summary of results showed that the twin rights issues were poorly covered even as they were denied prominent positioning in the Nigerian press.
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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 | 0.002 | 0.000 |
| 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