The New Swedish Cyprus Expedition 2013. Excavations at Hala Sultan Tekke
Bibliographic record
Abstract
The results from a 1.3-hectare GPR survey in 2012 were confirmed during the 2013 excavation of a limited area (200 m2). Three phases of occupation were partly exposed. The most recent phase, Stratum 1, contained living and working facilities, e.g. for spinning, weaving and purple dyeing. Textile production also took place in the older Stratum 2, where the major activity was metal-working: 300 kg of remains from copperworking consist of tapped slag, furnace walls, fragments of at least five tuyères, crucible fragments, copper/bronze fragments and pieces of raw copper. Another of these unique kraters of White Painted Wheel-made Pictorial Style (WPPS) was found. It was termed “Horned God Krater” on account of one of the decorative elements. These kraters may indicate that there was a “Hala Sultan Tekke painter”. The oldest phase of occupation so far, “Stratum 3”, which is a reused and looted tomb, produced two cylinder seals and numerous finds which are related to textile production. The findings from test trenches west of the main area suggest a street which separated two city quarters: one to the east (our main area) and one to the west. Test excavations in the western city quarter produced two anthropomorphic figurines and a horse figurine.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 0.003 |
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".