The Roman Villa at San Felice: Investigations, 2004–2010
Bibliographic record
Abstract
Les régions italiennes actuelles des Pouilles et de Basilicate — l’Apulie et la Lucanie romaines — sont depuis longtemps au centre des recherches archéologiques menées par les classicistes et archéologues canadiens. Le « San Felice Project » représente un prolongement des fouilles dirigées par Alastair et Carola Small dans la vallée du Basentello, dans la partie occidentale de l’Apulie. Leur objectif est d’approfondir notre compréhension des villas et des domaines impériaux dans cette portion de la péninsule italienne. Le présent rapport propose un survol de six années de recherches sur le site de la villa impériale ancienne de San Felice, élément d’un domaine impérial qui comprenait le site du vicus voisin à Vagnari. Ces recherches incluent un relevé de terrain exhaustif, une prospection géophysique, un chantier de fouilles et des données d’archéologie environnementale.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| 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; a candidate call from one teacher head, 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".