SOCIOECONOMIC INEQUALITY AND DIFFERENTIAL ACCESS TO FAUNAL RESOURCES AT EL PALMILLO, OAXACA, MEXICO
Why this work is in the frame
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Bibliographic record
Abstract
Differential access to faunal resources (meat) is one index of socioeconomic inequality that traditionally has been considered but rarely investigated in ancient Mesoamerica. Recent excavations in residential contexts at the Classic-period hilltop terrace site of El Palmillo, in the Valley of Oaxaca (Mexico), have produced a large faunal assemblage from a set of different households. Terrace-by-terrace comparisons reveal spatial variability in the distribution of faunal remains, with the gradient of access running from households near the base of the hill to contexts near the site's apex. Residents of households near the top not only had more overall access to meat but greater access to specific species. Nevertheless, these gradations in access to fauna are not as strikingly marked as architectural differences between various residential units at the site, nor do they coincide entirely with patterns of architectural variation or the distribution of portable wealth items such as obsidian and green stone. Socioeconomic inequality appears to have been manifested through multiple dimensions at pre-Hispanic El Palmillo, with the overarching variation not easily definable into two or three categorical divisions or classes.
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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