Managing Difficult Relationships: The Case of Foreign Correspondents in Nigeria, State Officials, and Senior Editors in Overseas Media
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
This research systematically and empirically examines challenges that confront Nigerian foreign correspondents, including how foreign correspondents manage the demands of their job such as pressures from senior editors at their head offices, restricted access to information and state officials, and government officials interfering with objective news reporting.The study also looks at correspondents' accounts of their individual experiences and the strategies they deploy to circumnavigate the challenges they encounter in their professional practice.The merit of this research lies in its intent to fill existing gaps in the scholarship of foreign correspondence in Africa.Specifically, the study contributes to knowledge and understanding of foreign correspondents in Nigeria, the most populous country in Africa, including an understanding of the difficult environment of journalistic practices in a non-Western country.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| 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