Book Reviews
Bibliographic record
Abstract
Abstract Federico Fellini: Painting in Film, Painting on Film, Hava Aldouby (2013) Toronto: The University of Toronto Press, 186 pp., ISBN: 9781442613270, p/bk, $29.95 Sergio Leone: Il cinema come favola politica, Christian Uva (2013) Rome: Edizioni fondazione ente dello spettacolo, 220 pp., ISBN: 9788885095694, p/bk, €12.90 The Transatlantic Gaze. Italian Cinema, American Film, Mary Ann McDonald Carolan (2014) 1st ed., Albany: State University of New York, 172 pp., ISBN: 9781438450254, h/bk, $75.00 The Dragon and the Dazzle: Models, Strategies, and Identities of Japanese Imagination. A European Perspective, Marco Pellitteri (2012) Latina: Tunué, 670 pp., ISBN: 978889613894, p/bk, € 28.00 Masculinity and Italian Cinema. Sexual Politics, Social Conflict and Male Crisis in the 1970s, Sergio Rigoletto (2014) Edinburgh: Edinburgh University Press, 165 pp., ISBN: 9780748654543, h/bk, £65.00 Inspiring Fellini: Literary Collaborations behind the Scenes, Federico Pacchioni (2014) Toronto: University of Toronto Press, 256 pp., ISBN: 9781442612921, p/bk, $23.07
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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".