In Democracy’s Shadow: The ‘New’ Independent Press and the Limits of Media Reform in Morocco
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 study examines the burgeoning of a new ‘independent’ press that has emerged in the last decade in Morocco, heralding the decline of the traditional partisan press. An analysis of two partisan newspapers reveals that the partisan press has failed to promote press freedom and frequently engages in self-censorship when confronting ‘red line’ issues in Moroccan politics. In contrast, the enterprising independent press has sought to broaden the margin of freedom through insisting on broaching those sensitive issues. As such, it has had great ramifications and implications at the level of readership and for the political reform debate raging in the country. Paradoxically, however, while attacking the old school of journalism for its partisanship, the new independent press has carved out a new form of ‘partisanship’, functioning as a conduit for an oppositional political discourse. The article reviews the debate surrounding those ‘red lines’ and discusses the prospects of reforming the press codes as one way of ensuring the survival of this independent streak of journalism.
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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 | 0.000 |
| 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 | 0.001 | 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 it