Archaeobotanical and Zooarchaeological (Large Mammal Bone, Shell and Fish Remains) Data from the ‘Palace and Landscape at Palaikastro’ (PALAP) Excavation Project, Crete, Greece
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
The dataset presented here includes four .csv files with primary archaeobotanical, large mammal bone, mollusc and fish remains data, recovered during the PALAP project at Palaikastro, east Crete, Greece, between 2013 and 2015. The data describe bioarchaeological remains from the south-east sector of the Bronze Age town at Palaikastro, recovered with systematic sampling and employing flotation, dry-sieving and hand collection. All remains were identified and quantified using established methodologies and were then stored at the premises of the British School at Athens in Crete (Ayios Antonios centre, Palaikastro). The dataset will be of use to archaeologists working in the Aegean and beyond and can contribute to key debates related to the Bronze Age, such as the emergence and economic organisation of urban centres.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.012 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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