{"id":"W4403870071","doi":"10.3390/iot5040030","title":"A Survey of Artificial Intelligence Applications in Nuclear Power Plants","year":2024,"lang":"en","type":"article","venue":"IoT","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University; Ontario Tech University","funders":"","keywords":"Nuclear power; Environmental science; Computer science; Engineering; Biology; Ecology","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":[0.0001003295,0.00003722466,0.00006444271,0.00006467631,0.000006673323,0.0000143464,0.0000469702,0.00003052554,0.00005175085],"category_scores_gemma":[0.000007765751,0.00003608886,0.00001498816,0.000171488,0.000007496607,0.00001318896,0.000004027145,0.00006028452,0.0001576588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001640288,"about_ca_system_score_gemma":0.000004693093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002170694,"about_ca_topic_score_gemma":0.0004403866,"domain_scores_codex":[0.9996901,0.00001225558,0.0001319311,0.00005992132,0.00004541673,0.00006037761],"domain_scores_gemma":[0.9998585,0.00004225319,0.000004871868,0.00007229576,0.000006714517,0.00001534531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001105303,0.0002678794,0.00381574,0.0008337694,0.000291917,0.00004694493,0.009067795,0.07085551,0.174783,0.04625133,0.00432659,0.689349],"study_design_scores_gemma":[0.00004582947,0.0000321819,0.02212811,0.00009939713,0.00000368131,0.000005132628,0.0004638731,0.9372577,0.004057834,0.0004405722,0.03526921,0.0001964666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750822,0.0012041,0.01492961,0.00002793282,0.0008805905,0.0002837358,0.00007327726,0.0003967066,0.007121864],"genre_scores_gemma":[0.9999186,0.000005193416,0.00001059249,0.000003106565,0.00001637168,0.00001070123,0.000001823631,0.000009518185,0.00002408511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8664022,"threshold_uncertainty_score":0.2026438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059174668992974,"score_gpt":0.2568573817028993,"score_spread":0.2362656350129695,"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."}}