{"id":"W2970696931","doi":"10.15353/kinema.vi.1169","title":"The Little Cinema of Malaysia","year":2007,"lang":"en","type":"article","venue":"Kinema A Journal for Film and Audiovisual Media","topic":"Asian Studies and History","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Mainstream; Entertainment; Media studies; Ethnic group; Nothing; Narrative; Advertising; Promotion (chess); Political science; History; Sociology; Aesthetics; Art; Visual arts; Literature; Business; Law; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.00173391,0.00007702757,0.000172257,0.00005082,0.001291068,0.00003622262,0.0001450812,0.00005659193,0.00006159036],"category_scores_gemma":[0.0006874775,0.00005063463,0.0001088165,0.000118651,0.0004570593,0.00006550289,0.00002646505,0.0001242992,0.000003217324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003190961,"about_ca_system_score_gemma":0.0000840508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004181024,"about_ca_topic_score_gemma":0.0005982131,"domain_scores_codex":[0.9989964,0.00003763205,0.0002744994,0.00008688879,0.0002797544,0.0003248588],"domain_scores_gemma":[0.9987421,0.0006875829,0.0001827459,0.00006358219,0.0001581865,0.0001657954],"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":[0.0006567643,0.000191122,0.00605506,0.0001089054,0.0002880935,0.00007413683,0.09175603,0.000006001644,0.0009249282,0.2224158,0.3428574,0.3346658],"study_design_scores_gemma":[0.0005177525,0.0001644381,0.009616546,0.00004019657,0.00003910755,0.00002119227,0.04464175,0.00001054183,0.00006298872,0.001988937,0.9427913,0.0001051803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6892251,0.04347239,0.006658401,0.01638266,0.01267076,0.001117708,0.00005820237,0.00008311023,0.2303316],"genre_scores_gemma":[0.9910621,0.001874484,0.0005526497,0.00007020227,0.002063097,0.000004609653,8.871795e-7,0.00001158554,0.004360355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.599934,"threshold_uncertainty_score":0.9929984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02081965341321448,"score_gpt":0.3377223774022223,"score_spread":0.3169027239890079,"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."}}