{"id":"W4237579145","doi":"10.15353/kinema.vi.1021","title":"Singapore 2003","year":2003,"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":"Club; Guardian; History; Quarter (Canadian coin); Economic history; Commission; Media studies; Political science; Medicine; Law; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001487787,0.000123364,0.0002084978,0.00008511942,0.0008886956,0.000165655,0.0001379002,0.0001142647,0.000849906],"category_scores_gemma":[0.003266115,0.0001138356,0.00006994683,0.0001766516,0.000211307,0.0002101259,0.00001252914,0.000177853,0.0000379084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009029072,"about_ca_system_score_gemma":0.0004838004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000123773,"about_ca_topic_score_gemma":0.00005791606,"domain_scores_codex":[0.9987686,0.0001281059,0.0002802946,0.0001672688,0.0002304572,0.0004253244],"domain_scores_gemma":[0.9989496,0.0003196579,0.0001575334,0.00006369704,0.0001841236,0.0003253926],"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":[0.00007993995,0.0002172862,0.03200978,0.00005992554,0.0002471308,0.00009713515,0.08885026,0.000008471875,0.0002831784,0.227204,0.5743797,0.07656322],"study_design_scores_gemma":[0.0008798461,0.00005504479,0.002311753,0.00003696846,0.000027264,0.00007929205,0.01128546,0.000009753236,0.0001308932,0.01183476,0.9731149,0.0002340601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8386213,0.003317501,0.002336113,0.006214937,0.01880626,0.001055993,0.00003840899,0.0001501117,0.1294594],"genre_scores_gemma":[0.9539488,0.001554596,0.01972199,0.001400249,0.002425064,0.00005045961,0.0000130127,0.00005766151,0.02082819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3987352,"threshold_uncertainty_score":0.9305875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03651118184282834,"score_gpt":0.3422331145865067,"score_spread":0.3057219327436784,"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."}}