CONVERGENCE ZONE POLITICS AT THE ARCHAEOLOGICAL SITE OF UCANAL, PETEN, GUATEMALA
Bibliographic record
Abstract
Abstract The Maya archaeological site of Ucanal is located in Peten, Guatemala, close to the contemporary border with Belize. In pre-Columbian times, the site also sat at the frontiers of some of the largest political centers, Naranjo in Peten, Guatemala, and Caracol, in Belize. Entangled between these dominant centers and with ties to peoples in the Upper Belize Valley, the Petexbatun region in Guatemala, northern Yucatan, and elsewhere, Ucanal was a critical convergence zone of political and cultural interaction. This paper synthesizes archaeological research by the Proyecto Arqueológico Ucanal to underscore the ways in which this provincial polity, identified epigraphically as K'anwitznal, maneuvered within and between different cultural affiliations and political networks. We find that the site's role as a political frontier during the Late Classic period was more of a bridge than an edge. During the later Terminal Classic period, the K'anwitznal kingdom gained independence, but continued to serve as a critical convergence of influences and interaction spheres from throughout the Maya area and beyond.
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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 | 0.002 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| 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".