Instrucciones para salir del limbo: arbitrario de representaciones audiovisuales de las fronteras en América del Norte
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
Presentación; Agradecimientos; Introducción; Fronteras (y géneros) que se cruzan (Sin dejar huella, Baja California, Born in East L.A., Highway 61, Blue State, Niagara, Niagara, Ciclo); Fronteras que se viven (El jardín del Edén, Gas Food Lodging, Bordertown Café, Frozen River); Fronteras que se erigen (Canadian Bacon y South Park: Bigger, Longer and Uncut); Fronteras que se vigilan (The Border); Fronteras de los géneros (Le sexe des étoiles, Transamerica); Fronteras simbólicas (Borderlines/Territoire, Cube, Upside Down); Anexo. El arbitrario que rebasó la frontera del texto; Fuentes
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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