Reviews
Bibliographic record
Abstract
Abstract I ‘pori’ di Napoli. IL Cinema di Mario Martone, Antonio Capuano e Pappi Corsicato, Roberta Tabanelli (2011) Ravenna: Longo Editore, 190 pp., ISBN: 9788880636632, p/bk, €18 (£15) Viaggio al termine dell’Italia. Fellini politico, Andrea Minuz (2012) Rome: Rubbettino Editore, 242 pp., ISBN: 9788849832778, p/bk, €13.60 Postcolonial Italy: Challenging National Homogeneity, Cristina Lombardi-Diop and Caterina Romeo (eds) (2012) New York: Palgrave MacMillan, 336 pp., ISBN: 9781137281456, h/bk, £54.79 Roberto Rossellini documentarista. Una cultura della realtà, Luca Caminati (2012) Roma: CSC/Carocci editore, 148 pp., ISBN: 9788843066124, p/bk, €17 L’Italia e i mass media, Marco Gargiulo (ed.) (2012) Rome: Aracne, 460 pp., ISBN: 9788854853454, p/bk, €25.00 Radical Frontiers in the Spaghetti Western: Politics, Violence and Popular Italian Cinema, Austin Fisher (2013) London: I. B. Tauris, 304 pp., ISBN: 9781780767116, p/bk, £17.99 Splendor. Storia (inconsueta) del cinema italiano, Steve Della Casa (2013) Rome: Editori Laterza, 140 pp., ISBN: 9788858108352, p/bk, €14 Unosguardo a Sud. Vent’anni di movimenti, storie, conflitti e trasformazioninellacittà di Napoli 1990–2010, Patrizia La Trecchia (2013) Naples: LiguoriEditore, 297 pp., ISBN-13: 9788820750985, €25.99
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 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 | 0.004 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".