{"id":"W7128720946","doi":"10.26180/7781090","title":"The delivery and receipt of mental illness information in Australia","year":2019,"lang":"","type":"dissertation","venue":"Monash University","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Receipt; Helpfulness; Mental illness; Mental health; Quarter (Canadian coin)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022049,0.00007320652,0.0001912884,0.001216716,0.001267258,0.001247065,0.0004066068,0.0003318391,0.002516818],"category_scores_gemma":[0.01944128,0.000261424,0.0001619137,0.002549326,0.0005966037,0.0008489099,0.001837503,0.0009653166,0.0002889985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003048002,"about_ca_system_score_gemma":0.004221282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1202721,"about_ca_topic_score_gemma":0.1055573,"domain_scores_codex":[0.9973653,0.001034004,0.0002147373,0.0001374869,0.000750284,0.0004983101],"domain_scores_gemma":[0.9898199,0.002139781,0.004832718,0.0002222043,0.001557494,0.001427786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000137169,0.0002502202,0.8213461,0.0002071672,0.00003662799,0.0003607457,0.1306353,0.00008553288,0.0005076234,0.001147426,0.002437474,0.04284859],"study_design_scores_gemma":[0.000003178359,0.00008486913,0.9745805,0.0001062321,0.000007685863,0.00006819054,0.0220907,0.00007347087,0.00004300597,0.00007173279,0.002862774,0.000007592844],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945556,0.0003950221,0.0000251115,0.001683784,0.00001136342,0.00001764129,0.0001240323,0.00000170375,0.003185767],"genre_scores_gemma":[0.997771,0.0006398559,0.0000770714,0.0001793075,0.00001133169,0.00001516727,0.00006376264,0.000001936525,0.001240601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202721,"threshold_uncertainty_score":0.239144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894908945751666,"score_gpt":0.2998234006988105,"score_spread":0.2808743112412939,"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."}}