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
?Es solo un fenomeno fugaz o la penultima revolucion del pop-rock? El juez tiempo dira. ?Es posible ser una banda de culto y lograr un exito planetario? Arcade Fire quiere responder que si. El grupo fue portada de Time (edicion canadiense) el 4 de abril de 2005. La revista los consideraba ?responsables de situar la musica canadiense en el mapa?. Pero Arcade Fire es mucho mas que una chincheta roja clavada sobre la ciudad de Montreal: quiza sirva, si, para senalar la latitud y la longitud de su lugar de origen, pero es ademas un fenomeno que posee profundidad, altura, densidad. Es un fenomeno que atrae a las masas y las conduce por el camino de su musica y sus conciertos. Por un camino que termina en el deseo de volverlos a escuchar una vez mas.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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