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
RESUMEN: El agroturismo sostenible, como estrategia turística y económica, ofrece a los visitantes alojamiento y aprendizaje de actividades autóctonas agrícolas y ganaderas en un entorno rural. \nLas Cabañucas de Selviejo es un proyecto que simula el establecimiento de un negocio de agroturismo emplazado en la comarca de Valles Pasiegos. Se centra principalmente en el diseño de las instalaciones y servicios que ofrece la empresa y la forma elegida para su promoción. \nEl excelente patrimonio cultural, etnográfico y gastronómico, la belleza paisajística y la ausencia de competencia son los principales motivos que hacen de este valle el mejor emplazamiento para su creación. Aquí los visitantes pueden desconectar de la rutina y aprender mientras disfrutan de la naturaleza en estado puro.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.013 | 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