Domestic herbivore mobility and herd management at Bronze Age Politiko-Troullia, Cyprus
Bibliographic record
Abstract
Abstract This study presents stable isotope analysis of carbon (δ 13 C) and oxygen (δ 18 O) from goat, sheep, and cattle teeth excavated from the Bronze Age village of Politiko- Troullia , Cyprus. The δ 18 O of local water sources and converted δ 18 O drinking water values are used to demonstrate the dietary inputs for goats as compared to those for sheep and cattle. We infer the browsing and grazing behavior of these taxa to reflect different herd management strategies implemented by agropastoral villages during the development of pre-urban Bronze Age society. The δ 13 C and δ 18 O values suggest higher mobility and a more diverse diet for goats in contrast to more constrained ranges and dietary supplementation for sheep and cattle. These conclusions augment our interpretations of animal management at Politiko- Troullia based on previous osteological and isotopic analysis of faunal remains from the site. We contextualize our findings with those of closely comparable faunal and isotopic studies of herd management at contemporaneous Bronze Age settlements.
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How this classification was reachedexpand
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 | 0.002 | 0.024 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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; both teacher heads agree on what is shown here.
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".