{"id":"W868687346","doi":"","title":"Guest Editorial: Stochastic models in reliability engineering, life sciences and operations management","year":2011,"lang":"en","type":"editorial","venue":"Journal | MESA","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Presentation (obstetrics); Library science; Inclusion (mineral); Work (physics); Political science; Diversity (politics); Social science; Engineering; Sociology; Law; Computer science; Medicine; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004302841,0.003707169,0.00236777,0.002750438,0.001852805,0.005156557,0.002266302,0.005780471,0.01232156],"category_scores_gemma":[0.01152494,0.000750062,0.002088162,0.001249623,0.001265876,0.003215951,0.0009735567,0.009187567,0.00717883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002087233,"about_ca_system_score_gemma":0.002019792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007198776,"about_ca_topic_score_gemma":0.002115915,"domain_scores_codex":[0.9972683,0.0004776054,0.0003105774,0.0003619443,0.001397935,0.0001836343],"domain_scores_gemma":[0.9895986,0.004089333,0.0005787827,0.0002319068,0.004325316,0.001176004],"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":[0.00002660006,0.00001157939,0.00002686192,0.0001355538,0.0000123346,0.00009177865,0.000012438,0.0001034948,0.00005626229,0.000759332,0.9943306,0.00443306],"study_design_scores_gemma":[0.00003906272,0.00003794008,0.0003460585,0.0003594528,0.00004273971,0.0003374422,0.00005413524,0.0006597331,0.0001762285,0.002630077,0.995299,0.00001809472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001147365,0.007149536,0.0005716875,0.02913766,0.9601492,0.0000148023,0.00007282741,0.00005011836,0.002739568],"genre_scores_gemma":[0.001688591,0.008808498,0.0002852367,0.005378833,0.9662267,0.0000212321,0.0000756099,0.00008354517,0.01743168],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01232156,"threshold_uncertainty_score":0.04121971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008330934718970113,"score_gpt":0.2160967720070688,"score_spread":0.2077658372880987,"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."}}