Arriaga eszenatokira-El Arriaga, a escena: La danza del hierro
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
H AY una trama c o n c reta en B u r n i a?-Nadie habla, todo se hace mediante el baile.He tomado diferentes partes de la historia de Bizkaia relacionadas con el hierro, diez pasajes que van desde la segunda guerra carlista hasta la guerra civil.-Es el hierro el p rotagonista absolut o ?-El hierro y sobre todo la gente que trabaj de manera directa o indirecta con el hierro, por el hierro, la que gan dinero con el hierro, la que lo perdi toda esa gente que lo puso como eje de su vida.-Es su primera vez en la danza?-S, jams he sido un gran aficionado a la danza ni haba tratado con nadie que hiciese coreografas.El director, Edu Muruamendiaraz
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 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.006 |
| Scholarly communication | 0.002 | 0.006 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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