REVIEWS
Bibliographic record
Abstract
PERVERSE TITILLATION: THE EXPLOITATION CINEMA OF ITALY, SPAIN AND FRANCE, 1960-1980, DANNY SHIPKA (2011) Jefferson, NC: McFarland & Company Inc., 346 pp., ISBN: 978-07864-4888-3, p/bk, $49.95 POPULAR ITALIAN CINEMA. CULTURE AND POLITICS IN A POSTWAR SOCIETY, FLAVIA BRIZIO-SKOV (ED.) (2011) 1st ed., London and New York: I.B. Tauris & Co Ltd, 283 pp., ISBN: 978 1 84515 572 4, h/bk, $95.00 THE NEW NEAPOLITAN CINEMA, ALEX MARLOW MANN (2011) Edinburgh: Edinburgh University Press, 242 pp., ISBN: 978074864066 9, h/bk, £65.00 POSTCOLONIAL CINEMA STUDIES, SANDRA PONZANESI AND MARGUERITE WALLER (ED.) (2012) New York: Routledge, 272 pp., ISBN: 9780415782296, p/bk, $39.95 MURDER MADE IN ITALY: HOMICIDE, MEDIA, AND CONTEMPORARY ITALIAN CULTURE, ELLEN NERENBERG (2012) Bloomington: Indiana University Press, 384 pp., ISBN: 978-0253223098, p/bk, £29.95 BRUTAL VISION. THE NEOREALIST BODY IN POSTWAR ITALIAN CINEMA, KARL SCHOONOVER (2012) Minneapolis-London: University of Minnesota Press, 283 pp., ISBN: 978-0-8166-7555-5, p/bk, $25 LA MASCHERA, IL POTERE, LA SOLITUDINE. IL CINEMA DI PAOLO SORRENTINO, FRANCO VIGNI (2012) Florence: Aska, 198 pp., ISBN: 9788875421779, p/bk, €20.00 ALTRA EUROPA/OTHER EUROP, DIRECTED BY ROSSELLA SCHILLACI (2011) Subsidized by Piemonte Doc Fund/Fondo Regionale per il Documentario and the Film Commission Regione Siciliana/Sicilia Film Commission. Produced by Azul (Italy), in collaboration with Laranja Azul (Portugal). Distributed by The Royal Anthropological Institute, 50 Fitzroy Street, London W1T 5BT.
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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 | 0.000 | 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".