QuINTuS fAbIuS ARISIm. UN coMERcIANtE dE oRIgEN PúNIco EN LA bÉtIcA QuinTus Fabius arisim. a MEr ChaNt oF puNiC origiN iN baEtiCa
Bibliographic record
Abstract
We present a new titulus pictus in an amphora stored in the Museum of Almeria from the archaeological ex- cavation in the 8 th sector of Villaricos (Almeria). The mor- phology of the amphora and its context let us date it in the third quarter of the first century B.C. The epigraph, that is well preserved and situated in collo, is a trianomina that be- longs to a Roman merchant of Punic origin. This fact let us enlighten the role played by Punic merchant oligarchies at the end of late republican period, at least, inside its ancient area of influence.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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 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".