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
La supervivencia del régimen autoritario oaxaqueño es tanto más intrigante cuanto que ocurre luego de una larga serie de reformas formalmente democráticas y que van de la reforma electoral al reconocimiento del multiculturalismo y de las prácticas tradicionales de gobierno de los pueblos indígenas. Algunos autores arguyen que el sistema oaxaqueño de dominación neopatrimonial permitió a las élites autoritarias subnacionales permanecer en el poder, haciendo uso de diferentes fuentes de legitimidad y combinando poder arbitrario, tradición y una versión limitada del estado de derecho. En este trabajo se aisla el papel que desempeña el clientelismo en la evolución reciente del sistema político oaxaqueño, determinando cómo y en qué medida ha contribuido a la formación del enclave autoritario subnacional. La hipótesis es que el clientelismo ha sido un instrumento clave en el proceso de hibridación que permitió que la élite subnacional adoptara un buen número de reformas democráticas formales sin cuestionar fundamentalmente sus prácticas autoritarias. Clientelismo and Democracy in OaxacaThe survival of Oaxaca’s authoritarian regime is intriguing given that it occurs in the aftermath of a long series of formally democratic reforms that range from electoral modernization to the recognition of multiculturalism and of traditional indigenous government practices. Some authors argue that Oaxaca’s system of neo-patrimonial domination allowed sub-national authoritarian elites to remain in power by resorting to different sources of legitimacy and combining arbitrary power, tradition and a limited version of rule of law. In this paper, I single out the role of clientelism in Oaxaca’s recent political evolution and determine how and to what extent it has contributed to the formation of a regional authoritarian enclave. My hypothesis is that clientelism has been instrumental in the hybridization process that allowed the local elite to adopt a number of formal democratic reforms without fundamentally challenging its authoritarian practices.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it