Prelude to crisis? A closer look at Pyla Kokkinokremos
Bibliographic record
Abstract
Since its discovery in the early 1950s, the Late Bronze Age settlement of Pyla Kokkinokremos has been occupying a prominent position in the debates surrounding the ‘collapse’ of Bronze Age Mediterranean societies ca 1200 BC and this for several reasons. The short-lived character of the site—founded towards the end of the 13th century BC and abandoned during the first quarter of the 12th century BC—, its exceptional ‘casemate’ architecture, and the multi-ethnic character of its material culture— with references to Sardinia, Crete, Egypt, Anatolia, the Syro-Palestinian coast and Mycenaean Greece— all make the site stand out and have contributed to assign it a particular status in the Late Cypriot IIC– IIIA settlement landscape and within the discussions of the ‘Sea Peoples’.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.013 | 0.004 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".