Spirits and Those Living in the Shadows: Migrants and a New National Family in Biutiful
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
Usando la noción de hauntology, expuesta por Jacques Derrida en su libro Specters of Marx, este trabajo analiza el film Biutiful (2010), dirigido por Alejandro González Iñárritu. González Iñárritu explora los “espectros” de la sociedad española mediante un diálogo con el cine de terror, en el que se elabora un vínculo entre la explotación y el sufrimiento de los inmigrantes actuales con el destino de los exiliados de la Guerra Civil. Asimismo, sugiere que nuestra relación con los marginados es realmente filial: tenemos que vivir y convivir con los “espectros” como miembros de una familia nacional. Al insertar la referencia al desenterramiento de las víctimas de la Guerra Civil, González Iñárritu sugiere que si la sociedad española quiere reconocer las atrocidades del pasado, no puede ignorar la situación de los inmigrantes actuales.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 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