{"id":"W2774134405","doi":"10.1386/ac.28.2.249_7","title":"12th Asian Cinema Studies Society (ACSS) International Conference, Lancaster University, Lancaster, 10–12 July 2017","year":2017,"lang":"en","type":"article","venue":"Asian Cinema","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Movie theater; Media studies; History; Political science; Art history; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005153131,0.0003319065,0.0005365613,0.00007901553,0.00259613,0.0003832206,0.0013831,0.0001902553,0.002469171],"category_scores_gemma":[0.0004643877,0.0003183043,0.0002781174,0.0001054399,0.001931997,0.000613569,0.0006621062,0.000306787,0.001797605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000267628,"about_ca_system_score_gemma":0.0001800624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004270216,"about_ca_topic_score_gemma":0.003551787,"domain_scores_codex":[0.9974678,0.0001501877,0.0003012986,0.0005660513,0.0007020851,0.0008126145],"domain_scores_gemma":[0.9981596,0.0001068479,0.0003189371,0.000646846,0.0004519654,0.0003158425],"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":[0.0002211152,0.0004184022,0.1012931,0.0001414241,0.002064619,0.0002964637,0.1411001,1.715999e-7,0.00004079464,0.1853428,0.5544426,0.01463838],"study_design_scores_gemma":[0.001980251,0.0001375859,0.1073321,0.0001937855,0.0001338029,0.00000734196,0.3187714,0.00001611255,0.0000119971,0.003784694,0.5670341,0.0005968381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01015543,0.0001315045,0.00005449511,0.05269976,0.00136189,0.0003243369,0.00009841806,0.0001404846,0.9350337],"genre_scores_gemma":[0.8790072,0.000222923,0.0004967513,0.0003409001,0.001660624,0.000008056965,0.00001126319,0.00002660753,0.1182256],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8688518,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1327784199478983,"score_gpt":0.3857361450249855,"score_spread":0.2529577250770872,"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."}}