Le due insulae presso la scalinta di S. Maria in Aracoeli. Analisi archeologica e ricostruzione architettonica
Bibliographic record
Abstract
Based on the analysis and observation of the structures located at the northern slope of the Capitoline Hill, this article proposes a division in phases of the structures and a new reconstructive hypothesis of the buildings. Life stages can be summarized as follows: Phase 1 (middle late Republican age): construction of a substructure wall of the hill; Phase 2 (Trajan age): construction of two insulae separated by a courtyard, the eastern one rising up to three floors; Phase 3 (Hadrian age): construction of the porch and of the fourth floor of the east insula; Phase 4 (Severan age): construction of a rampant arc in the courtyard; Phase 5 (late IV ‐ early fifth century AD): resurfacing of the court-yard; Phase 6 (second quarter of the V‐end of the X century AD): modifications to the rooms of the eastern insula; Phase 7 (XI‐XVII century AD): construction of the church of San Biagio de’ Mercatello and its rebuilding as SS. Spina della Corona di N.S. Gesù Cristo.
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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 | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.015 | 0.002 |
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".