{"id":"W7128743818","doi":"10.26180/7781090.v1","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002398734,0.0002520315,0.0003235895,0.0002668912,0.0004710034,0.0000305112,0.0003037755,0.0003630602,0.0002359038],"category_scores_gemma":[0.000005099952,0.0002364851,0.00007784167,0.0002797184,0.0001079866,0.0006375877,0.00008297919,0.000303118,0.0001304819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003080208,"about_ca_system_score_gemma":0.00005318812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007588579,"about_ca_topic_score_gemma":0.00155055,"domain_scores_codex":[0.9985927,0.0002077001,0.0004104519,0.0002538807,0.0002213011,0.0003139823],"domain_scores_gemma":[0.9989454,0.0001196875,0.0005215546,0.0002496181,0.00008625253,0.00007748378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01781243,0.001072843,0.3413275,0.002479438,0.0006522994,0.00007406725,0.1119294,0.00002820053,0.0002289692,0.006813125,0.005140192,0.5124415],"study_design_scores_gemma":[0.005620591,0.0004016558,0.8273003,0.0004452235,0.0001611996,0.000004338337,0.1417203,0.0002241338,0.0005142773,0.00007293416,0.02302958,0.0005055084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920293,0.0002599602,0.000001295031,0.0001277873,0.001634069,0.001099244,0.0001751056,0.000006913209,0.004666322],"genre_scores_gemma":[0.9771421,0.00197304,0.000007535161,0.00001711066,0.00001087429,0.000002111494,0.0009142009,0.000007098827,0.01992591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.511936,"threshold_uncertainty_score":0.99902,"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."}}