{"id":"W2970022683","doi":"10.15353/kinema.vi.1153","title":"Film and the \"Other\" Singaporean","year":2007,"lang":"en","type":"article","venue":"Kinema A Journal for Film and Audiovisual Media","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Period (music); Malay; Film industry; History; Economic history; Art history; Art; Ancient history; Visual arts; Movie theater; Aesthetics; 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":[],"consensus_categories":[],"category_scores_codex":[0.004427476,0.0001277416,0.0002332531,0.00007612999,0.001098621,0.0002043317,0.0001841449,0.0001027297,0.0002312032],"category_scores_gemma":[0.001197309,0.0000870661,0.00008605359,0.00009263604,0.0007445281,0.0001629169,0.00003791362,0.0002090552,0.000009980782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005442826,"about_ca_system_score_gemma":0.0001291507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001047716,"about_ca_topic_score_gemma":0.0004985494,"domain_scores_codex":[0.9987511,0.0001044729,0.0003273889,0.0001596398,0.0002415229,0.0004158709],"domain_scores_gemma":[0.9977732,0.001623768,0.0002007445,0.00007040038,0.00007411403,0.0002577686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001052354,0.0001493461,0.02656386,0.0000699658,0.0004274987,0.00008372838,0.3533233,0.000005439264,0.0002096698,0.1810424,0.1110371,0.3260354],"study_design_scores_gemma":[0.0059443,0.000120475,0.02608415,0.0001112194,0.0001016865,0.0002045123,0.0599127,0.0001107523,0.0001568961,0.03796787,0.8688151,0.0004704008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429085,0.002203625,0.001987702,0.0168373,0.004179626,0.0007394417,0.00002292788,0.00006892633,0.03105192],"genre_scores_gemma":[0.9896817,0.0007115201,0.002149448,0.001385275,0.002338211,0.00001242593,0.000003360411,0.00002545791,0.003692607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7577779,"threshold_uncertainty_score":0.8449814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621249764869005,"score_gpt":0.3391372880999174,"score_spread":0.3129247904512274,"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."}}