{"id":"W4410037258","doi":"10.3390/en18092333","title":"A Comprehensive Review of Cable Monitoring Techniques for Nuclear Power Plants","year":2025,"lang":"en","type":"review","venue":"Energies","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Nuclear power; Nuclear engineering; Engineering; Environmental science; Systems engineering; Electrical engineering; Reliability engineering; Computer science; Physics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006342964,0.0002167942,0.0009165426,0.0001767333,0.00004497249,0.00001219349,0.0001311597,0.0001954137,0.00002351911],"category_scores_gemma":[0.00004499633,0.0001922782,0.0002908464,0.0002665283,0.00001073106,0.00003844124,0.00002279171,0.0002097476,0.000004709757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007659831,"about_ca_system_score_gemma":0.00002623823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009674965,"about_ca_topic_score_gemma":1.068851e-7,"domain_scores_codex":[0.9992329,0.00003514582,0.0003587463,0.0001429796,0.0000849739,0.0001452419],"domain_scores_gemma":[0.9994985,0.0001579021,0.00008163568,0.0001811688,0.00005768069,0.0000231417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001510152,0.000003076482,7.04351e-9,0.235458,0.00006575113,4.105408e-7,0.000004266873,0.00002669256,0.00001958079,0.00002771715,0.002858265,0.7615348],"study_design_scores_gemma":[0.00002190757,0.00003490716,5.196894e-8,0.1135818,0.00008961612,0.0000045025,0.000003213274,0.00001006751,0.0009047415,0.00001517781,0.8851897,0.0001443818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.71928e-7,0.9962566,0.0002115877,0.000002867987,0.0004416905,0.0006430105,0.00003163507,0.0004526324,0.00195918],"genre_scores_gemma":[0.000003494776,0.9984254,0.0009200551,0.00001311269,0.00006700614,0.0002466249,0.00001421887,0.0000434896,0.0002666253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8823314,"threshold_uncertainty_score":0.7840877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346127378683812,"score_gpt":0.3130677907824173,"score_spread":0.2896065169955792,"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."}}