Inferring the Relationships of the Gallina and Pottery Mound Pueblo Populations Using Craniometric and Dental Morphological Biodistance
Bibliographic record
Abstract
This article examines the biological relationships of two groups from the precontact Southwestern United States: the Gallina of Northern New Mexico and Pottery Mound Pueblo in the Middle Rio Grande region of New Mexico. These two groups existed at different times and differ considerably in their social conditions and cultural traditions. We examine geographic and temporal structure of relationships by testing an isolation by distance model. We also test whether correlations exist between results from craniometric and dental datasets. Included are individuals from eleven geographic and ancestral linguistic groupings. No correlations exist between the dental and craniometric data, but results for both data types revealed a similar pattern of relationships. The Gallina may have moved to the Middle Rio Grande in the late 1200s AD and the populations from La Plata Highway and Pottery Mound are similar. Our results do not support isolation by temporal or geographic distance models.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| 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 source (direct Gemma or distilled Codex), 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".