{"id":"W7051935382","doi":"","title":"Preventing Suicide among Indigenous Australians","year":2010,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Curtin University of Technology; Australian Psychological Society; University of Notre Dame Australia; Australian Government","keywords":"Indigenous; Suicide prevention; Intervention (counseling); Poison control; Meaning (existential); Qualitative research; Human factors and ergonomics; Injury prevention","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001282698,0.0001975805,0.0002203196,0.0002358391,0.001079679,0.0004274696,0.0004304496,0.0001166262,0.01194322],"category_scores_gemma":[0.00004508295,0.0001684655,0.00009655775,0.0003006542,0.0004831757,0.00007577938,0.0004237921,0.00131914,0.00005015581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001033179,"about_ca_system_score_gemma":0.0002621456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008250507,"about_ca_topic_score_gemma":0.00001913098,"domain_scores_codex":[0.9970144,0.0002573868,0.0003626625,0.0005268491,0.0009025367,0.0009361319],"domain_scores_gemma":[0.9984605,0.0002178085,0.00009426254,0.0005269975,0.0003144271,0.0003859636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002541005,0.0002500253,0.4001722,0.000132041,0.00007250392,0.00006197655,0.0008019665,8.211557e-7,0.5034238,0.002278691,0.00542109,0.08735954],"study_design_scores_gemma":[0.0006142568,0.0002494712,0.2237717,0.0001181013,0.00001933327,0.00001219539,0.002457756,0.0003708366,0.7369972,0.0004118024,0.03462511,0.0003522411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898832,0.00006780469,0.00001772064,0.0003164469,0.000209046,0.0009896922,0.00001319438,0.00003780055,0.09951632],"genre_scores_gemma":[0.8932359,0.000009205099,0.0002866451,0.000005009295,0.000661822,0.0002169994,0.00002036119,0.00002450572,0.1055396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2335735,"threshold_uncertainty_score":0.9983537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02442091944401723,"score_gpt":0.326155424776964,"score_spread":0.3017345053329468,"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."}}