{"id":"W4402058370","doi":"10.1061/9780784485583.012","title":"Maintaining Service Despite Wire Breaks: Condition Assessment of a Low Pressure PCCP System","year":2024,"lang":"en","type":"article","venue":"","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Service (business); Computer science; Reliability engineering; Engineering; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007515574,0.0003771366,0.0003839105,0.0008967838,0.001061584,0.0007108891,0.0006399604,0.0009087057,0.001749102],"category_scores_gemma":[0.001906501,0.0002193065,0.0002955545,0.0004612023,0.000513566,0.0009218345,0.0006834972,0.0007731332,0.0005977386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240566,"about_ca_system_score_gemma":0.0005816843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01520832,"about_ca_topic_score_gemma":0.03170992,"domain_scores_codex":[0.9991086,0.00007295816,0.00003908362,0.0001520882,0.0005094182,0.0001178977],"domain_scores_gemma":[0.9985155,0.0001880078,0.000163002,0.00009564515,0.0008747634,0.000163043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003228419,0.001291215,0.2180907,0.0005967898,0.0001263041,0.007196714,0.005939164,0.0330232,0.5902617,0.0007077828,0.008052388,0.1314856],"study_design_scores_gemma":[0.000182986,0.01938963,0.5703037,0.0001061617,0.000274015,0.002752122,0.01001586,0.1284603,0.2556674,0.0005204907,0.01207922,0.0002480444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954429,0.00005367875,0.002721358,0.00007652031,0.00001822286,0.00008914661,0.0003076378,0.0001813201,0.001109303],"genre_scores_gemma":[0.9966001,0.00004957066,0.001525772,0.00003004339,0.000005638428,0.00002312597,0.0002959532,0.00002108791,0.001448811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01520832,"threshold_uncertainty_score":0.03023958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004885899474889818,"score_gpt":0.2307859169634839,"score_spread":0.2259000174885941,"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."}}