{"id":"W1992487794","doi":"10.5172/jamh.4.1.4","title":"Guest Editorial","year":2005,"lang":"en","type":"editorial","venue":"Australian e-Journal for the Advancement of Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003714782,0.003794872,0.002913933,0.003629344,0.00206138,0.005339813,0.002316693,0.008611187,0.1007015],"category_scores_gemma":[0.01418123,0.001137366,0.002079624,0.001103225,0.0008749478,0.002039959,0.001022064,0.009735102,0.05694076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729335,"about_ca_system_score_gemma":0.001987399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188749,"about_ca_topic_score_gemma":0.003782213,"domain_scores_codex":[0.9977653,0.0003079741,0.0002567131,0.0002835145,0.001121988,0.000264548],"domain_scores_gemma":[0.9903255,0.001850112,0.0007799234,0.000382813,0.00451589,0.002145856],"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":[0.0000323258,0.00002080749,0.00002105027,0.0001169825,0.000009290015,0.0001308365,0.000002562108,0.00001148833,0.0000348647,0.00006806928,0.9964049,0.003146865],"study_design_scores_gemma":[0.0001442112,0.00006248668,0.0004411791,0.0002731741,0.00005315003,0.000288534,0.00002886024,0.0001073411,0.0001217596,0.0002947079,0.998168,0.00001651429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005027916,0.001453741,0.00006445255,0.008645973,0.983632,0.00004254613,0.00007349307,0.00008157581,0.005955975],"genre_scores_gemma":[0.000686044,0.001935929,0.00009295316,0.01326522,0.9351904,0.00005360026,0.00008653633,0.0000619816,0.04862731],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1007015,"threshold_uncertainty_score":0.33688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04849912138404327,"score_gpt":0.4271081730258319,"score_spread":0.3786090516417887,"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."}}