Mobility and Social Organization on the Ancient Anatolian Black Sea Coast: An Archaeological, Spatial and Isotopic Investigation of the Cemetery at Ä°kiztepe, Turkey
Bibliographic record
Abstract
This thesis undertakes a complete reinvestigation of the archaeology of a large Early Bronze Age cemetery at İkiztepe in northern Turkey, by utilizing oxygen and strontium isotope analysis of human remains in combination with spatial and biodistance analysis and various dating techniques to identify potential immigrants to the site and to examine larger issues of residential\nmobility and social organization.\nThe occupation of the Northern Anatolian site of İkiztepe is traditionally assigned to the Late Chalcolithic and Early Bronze Ages. However, the site’s chronological framework has been challenged in recent years. These chronological issues have been addressed by applying fluoride and AMS radiocarbon dating to the skeletal remains from the İkiztepe cemetery, to develop an\nabsolute and relative chronology for the burials. These results have shown that the cemetery dates at least a millennium earlier than previously supposed.\nOxygen and strontium isotope analyses allowed the identification of individuals whose bone chemistry suggests that they were possible long distance immigrants to the site of İkiztepe, as well as suggesting the existence of a group of mobile individuals who may represent a transhumant segment of the İkiztepe population.\nSpatial and biodistance analyses suggest that principles of cemetery organization in this period were highly complex. Immigrant individuals and nomadic or semi-nomadic segments of the population do not appear to have been distinguished in any observable way from their sedentary local counterparts, displaying similar burial types, grave goods and spatial locations. Furthermore, burial within the İkiztepe cemetery does not appear to have been kin structured. These results suggest that assumptions about funerary practices as important indicators of\ncultural identity and lineage affiliation may represent an over-simplification of complex patterns of interaction and integration among and within populations and cultural 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 | 0.000 |
| 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 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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".