9 The Neighborhood Marketplaces of Yaxnohcah
Bibliographic record
Abstract
ABSTRACT This study focuses on the identification of Maya neighborhood marketplaces during the Late/Terminal Classic period (550‐900 CE) in the urban landscape of Yaxnohcah, Campeche, Mexico. We use a configurational and contextual approach to identify four marketplaces that are situated in a strategic inner ring 1.5–2.5 km from the epicenter of the city. Physical features of the marketplaces include a plaza area of 2000–3100 m 2 , low perimeter platforms surrounding the plazas, multiple corner entries, easy access to pedestrian corridors, association with large elite households or civic complexes, and equidistance from other neighborhood marketplaces. Artifact frequencies within the plaza support the identification of these complexes as markets, while a locational analysis identifies the service area of each. Finally, we consider the role of these marketplaces as anchors for residential zones during the Late Classic period.[Maya, Campeche, Late Classic, Neighborhoods, Marketplaces]
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".