{"id":"W2012595654","doi":"10.1177/10483713030160030106","title":"Practical Implications of Reliability and Performance-Based Assessments","year":2003,"lang":"en","type":"article","venue":"General Music Today","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Reliability engineering; Reliability (semiconductor); Computer science; Environmental science; Engineering; Physics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001989034,0.00008469635,0.000216535,0.0001052844,0.000142598,0.00004725184,0.0001660775,0.00005687308,0.0006757914],"category_scores_gemma":[0.001192321,0.00005950861,0.00008794426,0.0005895601,0.0001238513,0.000200118,0.00003511998,0.00009102991,0.0000356776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000217085,"about_ca_system_score_gemma":0.0001617062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002415709,"about_ca_topic_score_gemma":0.00002134958,"domain_scores_codex":[0.9982492,0.0002771017,0.0004592518,0.0003430198,0.0005130111,0.0001583738],"domain_scores_gemma":[0.9983476,0.0005207683,0.0001707742,0.0006252324,0.0002373898,0.00009818446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000686849,0.0003622591,0.8135322,0.00001246585,0.00003947657,0.000001549064,0.0001972997,0.003861341,0.002775293,0.02018169,0.01764766,0.1413201],"study_design_scores_gemma":[0.0004938754,0.0001628809,0.8976358,0.000004504764,0.00004889418,0.00000610589,0.00008627534,0.01618243,0.002433765,0.03983114,0.0429367,0.0001776616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689829,0.00002434574,0.02004595,0.00322214,0.0001110077,0.00008895948,0.000009983995,0.00001004232,0.007504683],"genre_scores_gemma":[0.9668021,0.00003198758,0.03214963,0.000312965,0.00002480303,0.000009768223,0.000003038623,0.000003797425,0.0006619235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1411424,"threshold_uncertainty_score":0.7399441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1297911731073889,"score_gpt":0.411881541052029,"score_spread":0.2820903679446401,"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."}}