GUERREROS Y DANZANTES EN EL ARTE RUPESTRE EN LA BIÓSFERA TEHUACAN-CUICATLÁN, MÉXICO
Bibliographic record
Abstract
The Tehuacan Cuicatlan Biosphere Reserve, in Mexico, is characterized as a semi-desert areawhere, over the centuries, human groups have adapted and transformed it according to their needs.In it, there are several areas with rock art that had a cultural function at a given moment. As anexample, we have Cerro Dade that is located in the Mixteca region, in the north of the Biosphere.Among the existing panels, made with red paint, there are several anthropomorphs that representwarriors with attributes and objects than they carry. The use of the human figure extends to thesouth of the Reserve, in the Canada region but in this case the figures, executed with white paint,seem to be part of a ritual act. It should be noted that most of them use vertical rock supports. Anopposite case is “the Cave of the Musicians” in the current state of Puebla, where the rock scenedefines a confrontation of warriors executed in various shades of pigment, and whose locationcorresponds to a covacha located in a set of desert elevations of difficult access. The objective ofthis work is to show an overview of the cultural heritage existing in this ecological niche based onrock art, highlighting the role of the human figure as a leading image. The result of this firstapproach resulted in the identification of differences in styleand technique, but coincides in the useof topography according to a cultural objective: make it evident in sight or reserve it for some howmany, behavior depending on, perhaps, the intention of the message.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 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".