Cloth Production and Economic Intensification in the Area Surrounding Chichen Itza
Bibliographic record
Abstract
Recent investigations at the site of Xuenkal on the plains north of Chichén Itzá provide evidence of the changing regional political environment during the Terminal Classic Period (A.D. 900–1000). This paper examines a collection of spindle whorls recovered during the 2005, 2006, and 2007 field seasons of the Proyecto Arqueológico Xuenkal (PAX) as evidence for intensification of craft production. Through this analysis and comparison with spindle whorl collections from other Lowland Maya sites, we suggest the inhabitants of Xuenkal rapidly adapted to changing economic demands by increasing the amount of cloth produced in their residential settings, perhaps in response to increased tribute demands that emanated from the dominant political power of the region. Spinning and weaving is associated with the female gender during the Classic Period in Mesoamerica. Thus, intensification of this gendered activity not only produced excess materials for the state, but also reinforced its gender ideology. Analysis of these artifacts adds to the knowledge of Maya cloth production and addresses the nature of Chichén Itzá's influence on regional sites during the height of its influence in the Terminal Classic period.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.002 | 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".