Un contesto ceramico medio-repubblicano nella Valle del Mignone (Frassineta Franco Q. 266)
Bibliographic record
Abstract
A SITE WITH MID-REPUBLICAN POTTERY IN THE VALLE DEL MIGNONE (FRASSINETA FRANCO Q. 266) During field survey in the area of the Monti della Tolfa, carried out by the Gruppo Archeologico Romano between 1975 and 1984, a clandestine excavation was discovered. It yielded a concentration of pottery sherds from the rubbish dump of a small rural settlement of the second quarter of the second century BC. Some of the pottery was of local production, whilst some had been imported. The study of the finds in comparison with those from published sites dated to between the middle of the third and the end of the second centuries BC allows this pottery facies to be placed clearly within a quite precise chronological framework. This phase coincides with the construction, or the definitive laying out, of the Via Claudia, within the context of the general territorial restructuring that was taking place in South Etruria and central Italy, undertaken by the Roman state between the end of the Second Punic War and the middle of the second century.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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; 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".