Solutions out of the Crisis of Democracy in the Middle East
Bibliographic record
Abstract
Abstract: Much more complicated than the concept of democracy is that supposed to be, because in order to narration and writers have been using it and are commensurate with the present needs and a circumstance of each era has been different. Also, democracy as a way of political office, which among other species is more appropriate, be assessed. Countries with a democratic structure in the world, sometimes a system of economic, social, political and cultural advanced and this often has added appeal of democracy in the world. However, the Middle East, as a very strategic area in the world, often non-democratic structure and are underdeveloped. So that, enter democracy in the long run path of progress and development will open on these countries. However, the structure of political, economic, social and cultural countries in the region so that such crises often toward establishing democracy in their communities face. Because of the importance of this subject, this paper believes that in different fields, political, economic, cultural and social way out of crisis work for democracy in the Middle East offers. Key words: Democracy; Participation; Middle East; Rentier State; Fundamentalism.Resume: Beaucoup plus complique que le concept de la democratie devrait etre, parce que, pour la narration et des ecrivains qui l'ont ete utiliser et sont en rapport avec les besoins actuels et des circonstances de chaque epoque sont differents. En outre, la democratie comme un moyen de fonctions politiques, qui, parmis autres especes est la plus approprie d'etre evaluee. Les pays ayant une structure democratique dans le monde, parfois un systeme economique, social, politique et culturel avance et cela a ete souvent ajoute l’ appel de la democratie dans le monde. Cependant, le Moyen-Orient, en tant que zone strategique mondial tres souvent la structure democratique sont encore sous-developpes. C’est la raison pour laquelle l’entree dans la voie de democratie et de developpement sera ouverte petit a petit pour ces pays. De telles manieres que les structure politiques, economiques, sociaux et culturels dans cet region ainsi des crises de la democratie qui apparaissent souvent dans leur communaute. En raison de l'importance de ce sujet, ce document estime que dans les differents domaines comme politique, economique, culturelle et sociale, nous pourrons trouver une solution a la crise democratique au Moyen-Orient. Mots cles: Democratie; Participation; Moyen-Orient; Rentier Etat; L'integrisme
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.006 | 0.004 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.005 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".