{"id":"W4252270095","doi":"10.32920/ryerson.14650086","title":"Harmonics in commercial building power systems","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Harmonics; Electric power system; Harmonic; Power (physics); Computer science; Electrical engineering; Electronic engineering; Nonlinear system; Reliability engineering; Telecommunications; Engineering; Voltage; Acoustics","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":[0.0002735644,0.0003421471,0.0002972103,0.000653909,0.0003543095,0.001343081,0.0003233474,0.000514699,0.00581295],"category_scores_gemma":[0.0006848599,0.0001722395,0.0001709914,0.001420563,0.0005295628,0.0007135267,0.0003454582,0.000463544,0.001543372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005073349,"about_ca_system_score_gemma":0.0002856222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003543433,"about_ca_topic_score_gemma":0.00243192,"domain_scores_codex":[0.9995859,0.00008549029,0.00001990343,0.00005213024,0.0002328721,0.0000236839],"domain_scores_gemma":[0.9997991,0.00007821943,0.00002343248,0.00003126992,0.00006085487,0.000007068528],"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":[0.00006998907,0.00004731263,0.0015435,0.001738915,0.00003298277,0.000859037,0.0008546472,0.09805074,0.01463531,0.1836917,0.01454378,0.6839321],"study_design_scores_gemma":[0.00002829835,0.0003312877,0.01017825,0.0007549196,0.0001047727,0.00333023,0.001365256,0.1371479,0.02530052,0.2644059,0.5569358,0.0001167929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06255494,0.1289791,0.4061452,0.00155588,0.0009495793,0.0001871167,0.0003988276,0.001392868,0.3978366],"genre_scores_gemma":[0.8126359,0.06978019,0.04703147,0.0002565777,0.0008465424,0.00005877657,0.0004805279,0.0002159083,0.06869403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00581295,"threshold_uncertainty_score":0.01944625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03561438466414097,"score_gpt":0.2650220907864991,"score_spread":0.2294077061223581,"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."}}