Urban micromorphology: A microecological narrative of a Neopalatial neighborhood at Bronze Age Palaikastro, Crete
Why this work is in the frame
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Bibliographic record
Abstract
Abstract The new micromorphological evidence from the 2013–2015 Palace and Landscape at Palaikastro (PALAP) excavations (Crete, Greece) provides significant information on a new area of the Bronze Age urban center of Palaikastro and its surrounding environment—a microecological narrative. The evidence suggests that slope processes had a significant impact on the area of three newly excavated buildings during the Neopalatial period (1650/1640–1440/1430 B.C.). The findings indicate that phases of gradual sediment accumulation, associated with flooding and eolian deposition, occurred during the Middle Minoan III to Late Minoan IA periods; such phases may indicate active slope or landscape management (e.g., terracing). In contrast, periods of increased slope instability, possibly relating to abandonment phases, occurred in the Late Minoan IB period. Combined with other archaeological evidence, micromorphological observations suggest a local aridity event in Late Minoan IB, and this dry period may be connected to larger regional and Mediterranean climatic patterns.
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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 | 0.000 | 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 | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.016 | 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 it