Guatemala: La ciudad maya de La Blanca
Bibliographic record
Abstract
Las ruinas mayas de La Blanca, ubicadas en la cuenca baja del río Mopán (Petén, Guatemala), gozan de una ubicación privilegiada, ya que se extienden en una planicie dominada al Norte por una serranía que alcanza una altitud máxima de 490 metros y delimitada al Sur por la presencia del río Salsipuedes, tributario del Mopán. Es éste un paisaje de campos inundados, interrumpido por la presencia de fincas ganaderas y áreas de cultivo, en el que las ruinas se encuentran semiocultas en un reducto de bosque frondoso con árboles que alcanzan una altura media de 22 metros y entre los que es posible distinguir cerca de sesenta especies arbóreas. El Proyecto arqueológico La Blanca inició sus trabajos en el sitio en el año 2004 (Muñoz y Vidal Eds. 2005), en que se llevó a cabo un minucioso levantamiento topográfico de todo el asentamiento mediante el empleo de una estación total, con el fin de identificar los montículos y conjuntos monumentales más importantes, diseminados en un área de unas 26 hectáreas.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".