San Giovenale: an early Etruscan habitation quarter at the Borgo - CARL NYLANDER , BÖRJE BLOMÉ , LARS KARLSSON and ANGELA BIZZARRO , GIUSEPPE , STEFANO and ALESSANDRO TILIA , with appendices by Barbara Belelli Marchesini , Kerstin Bellerba & Brita Alroth , Angela Bizzarro , Sheldon Judson , Marie Klingspor Rotstein & Daniel Kwiatkowski , Örjan Wikander , SAN GIOVENALE. Results of excavations conducted by the Swedish Institute of Classical Studies at Rome and the Soprintendenza alla antichità dell’Etruria meridionale, vol. V, fasc. 1. THE BORGO. EXCAVATING AN ETRUSCAN QUARTER: ARCHITECTURE AND STRATIGRAPHY (Acta Instituti Romani Regni Sueciae, series in 4°, XXVI: V, 1; Stockholm 2013). Pp. 189, figs. 160 including many in colour, pls. 43, fold-out plans 2. ISSN 0081-993X; ISBN 978-91-7042-180-8. SEK 600.
Bibliographic record
Abstract
San Giovenale: an early Etruscan habitation quarter at the Borgo - CARL NYLANDER, BÖRJE BLOMÉ, LARS KARLSSON and ANGELA BIZZARRO, GIUSEPPE , STEFANO and ALESSANDRO TILIA, with appendices by Barbara Belelli Marchesini, Kerstin Bellerba & Brita Alroth, Angela Bizzarro, Sheldon Judson, Marie Klingspor Rotstein & Daniel Kwiatkowski, Örjan Wikander, SAN GIOVENALE. Results of excavations conducted by the Swedish Institute of Classical Studies at Rome and the Soprintendenza alla antichità dell’Etruria meridionale, vol. V, fasc. 1. THE BORGO. EXCAVATING AN ETRUSCAN QUARTER: ARCHITECTURE AND STRATIGRAPHY (Acta Instituti Romani Regni Sueciae, series in 4°, XXVI: V, 1; Stockholm 2013). Pp. 189, figs. 160 including many in colour, pls. 43, fold-out plans 2. ISSN 0081-993X; ISBN 978-91-7042-180-8. SEK 600. - Volume 27
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 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 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.125 | 0.026 |
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".