El título de "sociedad y comunicación natural" de Francisco de Vitoria. Tras las huellas de su concepto a la luz de la teoría del dominio
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
Objeto del presente estudio es el concepto de “sociedad y comunicación natural” que propone Francisco de Vitoria en su Relectio de Indis y constituye el primer título legítimo de dominio español sobre América. Se ha escrito bastante sobre él sin haberse llegado a una aclaración satisfactoria de su concepto; su contenido queda siempre oscuro por no haber sido definido por Vitoria ni haber éste divulgado sus fuentes directas, hecho que es el punto de partida para recurrir a una interpretación de este concepto con base en el sistema que está de fondo en la Relectio de Indis y que nos lleva a reconstruir sus fuentes, a fin de acercarnos a su comprensión debida.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| 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