{"id":"W4390057818","doi":"10.29173/jafn739","title":"Global Update","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Forensic Nursing","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0004642003,0.00008054933,0.0001513984,0.00004597228,0.00006064637,0.000008383984,0.0004042359,0.0001122685,0.000005807782],"category_scores_gemma":[0.0001220608,0.00005266103,0.0002012792,0.000294544,0.00032529,0.000004046468,0.0000920127,0.0001495555,0.000005222596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002287655,"about_ca_system_score_gemma":0.00007718446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001253866,"about_ca_topic_score_gemma":5.525421e-7,"domain_scores_codex":[0.9989702,0.00005978137,0.0003153764,0.00009618226,0.0003410831,0.0002174368],"domain_scores_gemma":[0.9994689,0.00001104603,0.000245809,0.0001277688,0.00007965649,0.00006686931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004571527,0.00006194129,0.007253622,0.00003496772,0.0002404921,0.000005951514,0.0001288878,0.001659185,0.2009459,0.001990301,0.5607336,0.2264879],"study_design_scores_gemma":[0.001643676,0.0005624063,0.1512934,0.0005542696,0.0001315468,0.0006944488,0.0004443209,0.0003211623,0.7335241,0.05445905,0.05609943,0.000272219],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896619,0.0009985245,0.0002170605,0.007702658,0.0004626077,0.00006371605,0.000006821473,0.000003017697,0.0008836605],"genre_scores_gemma":[0.9979166,0.0002628119,0.000834244,0.0002454009,0.0003903706,3.062151e-7,0.000001580881,0.000008763541,0.0003398834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5325781,"threshold_uncertainty_score":0.2147454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086971016849414,"score_gpt":0.3386171768914095,"score_spread":0.3177474667229153,"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."}}