{"id":"W3112025724","doi":"10.1017/9789048515059.015","title":"Operatic Cinematics: A New View from the Stalls","year":2013,"lang":"en","type":"other","venue":"","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008846742,0.0002344802,0.0006770767,0.00007689374,0.00003767166,0.00007774107,0.0002925087,0.0001294287,0.1072021],"category_scores_gemma":[0.0001129761,0.0001545274,0.0001050152,0.00008272132,0.00003638442,0.0000307263,0.0000955191,0.0001270251,0.0134586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001994045,"about_ca_system_score_gemma":0.00002576204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007195997,"about_ca_topic_score_gemma":0.001423541,"domain_scores_codex":[0.999037,0.000007007969,0.0004192016,0.0003014821,0.00003749178,0.0001978542],"domain_scores_gemma":[0.999043,0.00010737,0.0002392569,0.0005278598,0.000007563674,0.00007491651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[2.891548e-7,0.00001243744,0.0002891706,0.00003600357,0.0001370419,6.310873e-7,0.00029985,1.686247e-7,2.448826e-7,0.03450622,0.9633962,0.001321744],"study_design_scores_gemma":[0.0002614441,0.00001165653,0.0002404824,0.000148615,0.00001995364,3.321462e-7,0.0001448071,0.00005619155,5.506499e-7,0.006194684,0.992704,0.000217279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002155978,0.05468006,0.001338353,0.003626298,0.0008155659,0.000541848,0.0001270101,0.00007380943,0.9387755],"genre_scores_gemma":[0.00007577716,0.009705171,0.002102269,0.001906636,0.001139731,0.00004882501,0.00002861308,0.0001889803,0.984804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0937435,"threshold_uncertainty_score":0.9994152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03586667539574959,"score_gpt":0.2172081144050572,"score_spread":0.1813414390093077,"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."}}