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
El articulo se propone examinar la noción del concepto clásico griego de la “vida buena” (eu zen, eudaimonia) como el objetivo práctico fundamental de la existencia humana y ofrecer una mirada novedosa a la oposición actual entre teorías teleológicas y no teleológicas sobre este tema, llevando a una re-evaluación de las contribuciones que aporta la filosofía antigua a este asunto. La forma del artículo es original: los autores han creado un diálogo entre dos personajes ficticios, cada uno de los cuales representa un enfoque filosófico distinto. Al hacerlo, quisieron rendir tributo a la obra de Sócrates y Platón, en el campo ético, y al mismo tiempo subrayar la relevancia actual de muchos elementos de esta obra en los estudios contemporáneos de filosofía moral.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| 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