The Last Groups Standing: Living Abandonment at the Ancient Maya Center of Minanha, Belize
Bibliographic record
Abstract
The most archaeologically visible dimension of the Classic Maya Collapse is the abandonment of monumental royal courts. Yet, in some cases, non-elite populations lived for centuries in and around Classic Maya centers without rulers. Processes of abandonment among Classic Maya commoners are detectable and reflect their own ritual and social practices divorced from the ritual performances undertaken by the ruling elite. We study the abandonment context and chronology of three domestic groups from the Contreras Valley, an agricultural community located on the outskirts of the Classic Maya center ofMinanha, Belize. There, several artifact assemblages were deposited at the time of abandonment, representing termination rituals. This study goes beyond the ideological dimension of termination rituals to examine how these ceremonies helped reshape the identity of social groups who were about to abandon their home. We explore how the last inhabitants of a mostly abandoned landscape lived through this process of gradual depopulation. Moreover, we evaluate potential explanations for the archaeological processes behind the occurrence or non-occurrence of termination rituals in different domestic groups.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| 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".