{"id":"W4402067864","doi":"10.47102/annals-acadmedsg.v32n5sps2","title":"Programme at a Glance","year":2003,"lang":"en","type":"article","venue":"Annals of the Academy of Medicine Singapore","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"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":[],"consensus_categories":[],"category_scores_codex":[0.002104042,0.000123413,0.0003457233,0.00007454294,0.0002002815,6.487522e-7,0.0003832912,0.0001178594,0.000368184],"category_scores_gemma":[0.00107994,0.00007094828,0.00008930417,0.0002726127,0.0003540385,0.00004647713,0.0001880505,0.0003540754,0.00002549876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001674159,"about_ca_system_score_gemma":0.00005276372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003465707,"about_ca_topic_score_gemma":0.000005739713,"domain_scores_codex":[0.9978747,0.0005310597,0.0005948548,0.0001671327,0.000419684,0.0004126195],"domain_scores_gemma":[0.9987352,0.0002605357,0.0005560451,0.0002814836,0.00007120353,0.0000954916],"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":[0.0003980795,0.0001507961,0.01604817,0.001121648,0.0001647337,0.000002382175,0.01185064,0.000004867403,0.004085497,0.08710452,0.8647909,0.01427781],"study_design_scores_gemma":[0.00107026,0.0001331317,0.01028197,0.001250212,0.00004544168,0.000002284278,0.002953074,0.000004163715,0.003685822,0.01076615,0.9697248,0.00008267293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7079079,0.002329906,0.00003331836,0.1609019,0.0004434991,0.00123219,0.000008354417,0.00004258801,0.1271004],"genre_scores_gemma":[0.9591991,0.0002702234,0.0001185774,0.01742381,0.0001419004,0.000034161,0.000001995016,0.00001764879,0.02279264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2512912,"threshold_uncertainty_score":0.4031357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2954895723979049,"score_gpt":0.4944109459936383,"score_spread":0.1989213735957335,"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."}}