RE‐SURVEY OF THE ANCHORAGE AT MARONI<i>TSAROUKKAS</i>, CYPRUS: DEFINING AND VIEWING A LATE BRONZE AGE COASTSCAPE
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Summary Directly offshore from the Late Cypriot (LC) site of Maroni Tsaroukkas on the south‐central coast of Cyprus lie the remains of an anchorage with stone anchors, LC ceramics, and stone blocks. Initially surveyed in 1995–96, the anchorage was re‐surveyed from 2017–19 to investigate and document fully the underwater site and to develop accurate underwater survey recording methodologies for defining this coastscape interaction zone. The site was surveyed by measuring finds into an established grid and using a computer‐controlled camera system for photogrammetry. The results expand the known extent of the anchorage, include newly documented archaeological remains, and challenge us to re‐conceptualize the area. In addition to anchors and pottery representative of maritime use, the presence of unfinished anchors and LC IA ceramic assemblages in the western part of the site indicates a LC coastal region likely once terrestrial that is now submerged, forming part of a newly identified coastscape locale.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it