Gulf Coast Influence at Moxviquil, Chiapas, Mexico
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article presents evidence for the shifting economic networks and cultural relationships between the Jovel Valley of highland Chiapas, and the Gulf Coast lowlands. In particular, we examine material culture of Gulf Coast origin or influence at the hilltop monumental centre of Moxviquil during the Late Classic ( ad 600–900) and Early Postclassic ( ad 900–1250) periods. These artifacts include a fine orange cylindrical pedestal vase, two examples of ‘portable sculpture’, two anthropomorphic incense burner lids and a whistle (ocarina) in the shape of a kneeling woman. The patterns of curation and disposal of these objects at Moxviquil suggests differences in the way that Gulf Coast-referencing objects were incorporated into social memory and ritual behaviour.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.002 |
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 it