Bibliographic record
Abstract
La implementacion del Tratado de Libre Comercio de America del Norte (TLCAN) en 1994 es resultado de una correlacion de factores politicos y economicos que se fraguaron en Mexico desde la decada de los anos 80, y que constituyeron parte de una herencia neoliberal. El costo que tuvo para el pais abrir las telecomunicaciones a particulares nacionales y extranjeros -sector que hasta aquel momento era exclusivo del Estado-, produjo una paulatina privatizacion que a lo largo de los anos genero fenomenos como la concentracion industrial, falta de pluralidad en contenidos, y en algunos casos, una severa crisis que amenazo la existencia de la propia industria mediatica. El presente libro documenta, analiza e interpreta, la situacion actual de la industria cultural y las telecomunicaciones a casi 20 anos de la firma del TLCAN. Se destaca la relacion entre convergencia digital e industria cinematografica, televisiva y de telecomunicaciones. Se establece un panorama de las relaciones dispares entre las industrias culturales de Mexico, Estados Unidos y Canada.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.014 | 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".