DENTAL MODIFICATION IN THE POSTCLASSIC POPULATION FROM LAMANAI, BELIZE
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
Dental modification, present in 36% of the adult burial sample (N = 61) dating to the Postclassic period at Lamanai, Belize, was analyzed to determine its association with status and sex using both biological dietary indicators (stable-isotope and dental-pathology data) and archaeological indicators (grave location and architecture). There was no association between diet and modification. Males and females shared many of the same modification types, but some were sex-distinctive. The frequency of modification differed by archaeological context. For example, modification was present only in individuals buried in ceremonial structures, presumed to represent high status. Types of modification differed between Belizean sites and those from other regions. These data support the hypothesis that dental modification may have been a means of identification with a lineage, polity, ruler, or region.
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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 | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it