{"id":"W7164905091","doi":"10.1080/17153379.2008.12556204","title":"Penina Uliuli: Contemporary Challenges in Mental Health for Pacific People.","year":2008,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mental health; Global mental health; Middle Eastern Mental Health Issues & Syndromes; Public health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001212439,0.0003683933,0.0003093412,0.0005655742,0.006864125,0.002957453,0.001215869,0.002603427,0.01784138],"category_scores_gemma":[0.002011786,0.0001945931,0.0001994009,0.001018491,0.002274157,0.003478935,0.0053023,0.004554336,0.001000846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00226875,"about_ca_system_score_gemma":0.01149115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06436034,"about_ca_topic_score_gemma":0.1105643,"domain_scores_codex":[0.9994817,0.0002002062,0.000024863,0.00003501157,0.0000488875,0.0002093357],"domain_scores_gemma":[0.9992471,0.0001391574,0.00006395619,0.00002109021,0.00009875507,0.0004299981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001782001,0.0002988475,0.05087993,0.002672884,0.00004838131,0.009769379,0.1139622,0.0001796305,0.001242785,0.06705377,0.1934201,0.560294],"study_design_scores_gemma":[0.00001695253,0.00009720981,0.0606803,0.003497798,0.00004395052,0.003397329,0.3475454,0.0002323041,0.0006326797,0.01389807,0.5699105,0.00004750694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1018036,0.09610677,0.0008673947,0.6453507,0.003761993,0.0001167547,0.0004661593,0.00009445164,0.1514321],"genre_scores_gemma":[0.6391274,0.1688184,0.004665652,0.08711854,0.002220457,0.0005547808,0.0005050421,0.00008934406,0.09690038],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06436034,"threshold_uncertainty_score":0.1279715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07974367350372191,"score_gpt":0.2990637018800342,"score_spread":0.2193200283763123,"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."}}