{"id":"W4247818335","doi":"10.32920/ryerson.14661498","title":"Design and implementation of automatic phase changer","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Voltage; Phase (matter); Three-phase; Computer science; Power (physics); Electrical engineering; Engineering; Physics","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":[0.0004140054,0.0005039938,0.0004794658,0.000446433,0.0003070183,0.0009363519,0.002110035,0.0007437075,0.008766043],"category_scores_gemma":[0.000677403,0.0003321052,0.0003531472,0.0002978309,0.0002287814,0.0005712237,0.000333905,0.0005420765,0.003023377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004239619,"about_ca_system_score_gemma":0.0006568913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174197,"about_ca_topic_score_gemma":0.0006814961,"domain_scores_codex":[0.9992908,0.0001095024,0.00003951455,0.000139336,0.0003346274,0.00008608132],"domain_scores_gemma":[0.9995537,0.00005894521,0.00004841635,0.00008556715,0.0002221825,0.00003117022],"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":[0.001181944,0.0005816264,0.004417669,0.001607672,0.0002107606,0.001037469,0.0006007861,0.264376,0.2952008,0.02964091,0.02106266,0.3800817],"study_design_scores_gemma":[0.0002735881,0.001505661,0.002158124,0.00007626697,0.0001463663,0.0009867172,0.0000757279,0.6781179,0.203571,0.003190123,0.1098194,0.00007909837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05317121,0.0003623016,0.9017521,0.0002379403,0.000247457,0.0006418258,0.0003502292,0.01689394,0.02634308],"genre_scores_gemma":[0.7521815,0.0002341194,0.2297632,0.0001686929,0.00005159466,0.0005309797,0.0004338783,0.0005347595,0.01610137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008766043,"threshold_uncertainty_score":0.02932537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04921355067738905,"score_gpt":0.3695900002323697,"score_spread":0.3203764495549806,"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."}}