Enhancement of the archaeological site of the Hellenistic-Roman Quarter of the Valley of the Temples in Agrigento
Bibliographic record
Abstract
The enhancement of the archaeological sites of the Hellenistic-Roman Quarter of Agrigento, in Sicily, should be one of the objectives of a project for increasing the cultural and economic value of one of the most visitede places al lover the word. This objective can be achieved through an exhibition project, making use of specific skills. One of the important aspects to be considered is the ability to communicate the material and immaterial evidence of residential building remains of the Hellenistic-Roman period to a wide range of visitors. Tasks of technology allow to explore the tools to convey the historical memory and promote the identification of the ruins. In each reliable intervention it is necessary to seek more useful strategies that help audiences experience and understand the sites, according to the conservation requirements. This is made possible by a multidisciplinary approach, in order to create and empower the relations among the values and the potentialities of the Mediterranean cultural heritage and the territorial, social and economic context
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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 | 0.008 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.062 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.008 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".