{"id":"W3198739615","doi":"10.7202/1079802ar","title":"Giallo Nostalgia: Appropriations of Giallo Aesthetics in Contemporary Cinema","year":2021,"lang":"en","type":"article","venue":"Cinémas Revue d études cinématographiques","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Filmmaking; Highbrow; Aesthetics; Context (archaeology); Indexicality; Art; Visual arts; Studio; Sociology; Literature; History; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003911578,0.0004322742,0.0008744744,0.0006805696,0.00008555838,0.00004842588,0.0004447581,0.0004123818,0.0006585786],"category_scores_gemma":[0.0001040041,0.0004731682,0.0004139275,0.001505301,0.0003198312,0.0001842969,0.0001549236,0.0004974285,0.00005578775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000429656,"about_ca_system_score_gemma":0.0002744918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000311687,"about_ca_topic_score_gemma":0.0005193739,"domain_scores_codex":[0.9967741,0.0003890021,0.001215149,0.000786576,0.0002952697,0.0005399171],"domain_scores_gemma":[0.9976217,0.000208778,0.0004063311,0.001148806,0.0004207246,0.0001937327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001961755,0.002416611,0.5493434,0.0003711695,0.0003243242,0.001198484,0.004820467,0.000005579656,0.02078371,0.4127013,0.002672198,0.005166603],"study_design_scores_gemma":[0.005627248,0.0006510299,0.8411633,0.001167872,0.0003972765,0.0006790216,0.008680408,0.00002700294,0.0209663,0.002267666,0.1164967,0.001876082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9061007,0.00388509,0.0002109485,0.001131125,0.0007247502,0.0007205711,0.00008289242,0.0002176576,0.08692627],"genre_scores_gemma":[0.9963643,0.0003017198,0.001378885,0.0002182023,0.00008863019,0.0001986005,0.0001589443,0.00009173297,0.001198993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4104336,"threshold_uncertainty_score":0.999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06546929924644965,"score_gpt":0.3213948837919545,"score_spread":0.2559255845455048,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}