{"id":"W4378965566","doi":"10.18280/jesa.560211","title":"Effect of the Maintenance Strategy on the Performance and Efficiency of the Gas Turbine Unit: A Review","year":2023,"lang":"en","type":"review","venue":"Journal Européen des Systèmes Automatisés","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gas turbines; Unit (ring theory); Turbine; Reliability engineering; Environmental science; Computer science; Engineering; Mechanical engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001230856,0.0004318199,0.00121245,0.00011705,0.0002299389,0.00004560686,0.00115323,0.0001258943,0.0000140843],"category_scores_gemma":[0.0008558722,0.0001666188,0.0003930323,0.001129968,0.0003358762,0.00008088071,0.0002093267,0.0009616852,0.00001520273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097636,"about_ca_system_score_gemma":0.00009722976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001096577,"about_ca_topic_score_gemma":0.000001639975,"domain_scores_codex":[0.9973905,0.0006618951,0.001047591,0.000172795,0.0004369473,0.0002902406],"domain_scores_gemma":[0.9974629,0.0006837239,0.0009248944,0.0007927758,0.0001013925,0.00003431301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001274571,0.000005832708,0.00000657715,0.06756628,0.000115607,0.000003794731,0.00002667233,0.002166237,0.00001247135,0.0004044556,0.001489405,0.9282014],"study_design_scores_gemma":[0.0005058662,0.001126309,0.001784803,0.7528995,0.001780498,0.002251073,0.00005103306,0.0140141,0.0015591,0.0004714994,0.2225822,0.0009739982],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003494516,0.994092,0.00008325153,0.00007020545,0.0004666555,0.001149496,0.00002909215,0.0001822143,0.0004325891],"genre_scores_gemma":[0.005000179,0.9944667,0.00004206742,0.00001694452,0.00004445241,0.00004964661,9.265907e-7,0.0000799951,0.0002991204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9272274,"threshold_uncertainty_score":0.6794516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02829100635062126,"score_gpt":0.2847654970420353,"score_spread":0.256474490691414,"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."}}