El largometraje de ficción en Costa Rica: análisis estético de Presos (2014) de Esteban Ramírez, Violeta al fin (2017) de Hilda Hidalgo y Medea (2017) de Alexandra Latishev
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 producción cinematográfica de Costa Rica experimenta un discreto despertar que se refleja, paulatinamente, en las ediciones del Festival Internacional del Nuevo Cine Latinoamericano de La Habana en el período 2010-2018. El presente artículo examina los filmes Presos (2015) de Esteban Ramírez, Violeta al fin (2017) de Hilda Hidalgo y Medea (2017) de Alexandra Latishev, en tanto muestra significativa de la producción tica. Mediante el análisis de contenido, la hermenéutica textual simbólica y la observación documental, se determinan los aportes estéticos de estos largometrajes al arte cinematográfico de ese país y su contribución a la producción fílmica centroamericana del período.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| 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