La construcción de una plaza: espacios públicos y áreas de mercado en Tenam Puente, Chiapas, México
Bibliographic record
Abstract
This study investigates the shifting meanings and practices inscribed on the Main Plaza at the ancient Maya city of Tenam Puente. Plazas are fundamental features of ancient Mesoamerican cities that were important sites for civic activities such as mass spectacles, ceremonies, private rituals, feasting. More recently, certain plazas have also been documented as permanent or periodic marketplaces. New radiocarbon dates and stratigraphic test excavations provide evidence for several important transformations in the built landscape of Tenam Puente’s Main Plaza, including renovations to the site’s principal ballcourt, a large filling and resurfacing event, and a significant addition to the plaza’s volume for the purpose of building a semi-enclosed marketplace plaza. These results provide insight into the evolving nature of public space at the site, from a focus on private rituals and dynastic rule, to an emphasis on mass spectacle, commercial activity, and civic engagement.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".