Insights into Late Ceramic Period lived experiences in Greater Coclé via human burials at Operation 5, Cerro Juan Díaz, Panamá
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
To enhance our understanding of everyday people during the Late Ceramic Period in Panama, burials from Operation 5 at the Cerro Juan Díaz site (1050–1400 CE) are assessed within a biocultural approach. Here, burials cut through and overlay a pre-existing house floor to place the majority of the deceased in uniform extended, supine positions. Grave goods were only found with children, following similar patterns of special adornment of child burials during the Middle Ceramic Period. Relatively high frequencies of non-specific physiological stress markers evidenced widespread inflammation and anaemia, perhaps relating to social and environmental factors affecting sanitation, infectious disease risk, and food availability. Artificial cranial modification and activity-related dental wear suggest that body modification may have been used to reinforce cultural boundaries and that children may have used their teeth as tools. These inferences deepen knowledge of human experiences during this time and provide a basis for future research.
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.032 | 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