{"id":"W3213740174","doi":"10.32920/ryerson.14661498.v1","title":"Design and implementation of automatic phase changer","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Analog and Mixed-Signal Circuit Design","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":[0.0003910528,0.0004377306,0.0003630624,0.0003896974,0.0002762825,0.0008739362,0.001547879,0.0006799598,0.007197565],"category_scores_gemma":[0.0006493299,0.0002591533,0.0003034825,0.0002726374,0.000200599,0.0004877855,0.0002765099,0.0004552026,0.002650256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004312655,"about_ca_system_score_gemma":0.000577981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008489637,"about_ca_topic_score_gemma":0.0005830851,"domain_scores_codex":[0.9992477,0.0001242071,0.00003697089,0.0001372484,0.0003667068,0.0000872786],"domain_scores_gemma":[0.9995868,0.00005831093,0.00004666298,0.00007967103,0.0002052337,0.00002334739],"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":[0.0008787893,0.0004314017,0.003214824,0.001186605,0.0001902442,0.0008720991,0.0005278721,0.2052466,0.3531927,0.03528909,0.01649139,0.3824783],"study_design_scores_gemma":[0.0002107743,0.001655781,0.002114794,0.00007299268,0.0001301525,0.001214491,0.00006791452,0.5982433,0.2712086,0.003648261,0.1213626,0.00007041643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05390948,0.0003529026,0.907076,0.0002189361,0.000211695,0.000503244,0.0002926257,0.01089641,0.02653877],"genre_scores_gemma":[0.7040365,0.0002036936,0.2800711,0.0001596896,0.00004760156,0.0004109014,0.0003474714,0.000369956,0.01435308],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007197565,"threshold_uncertainty_score":0.02407825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0320213902808164,"score_gpt":0.291921456049056,"score_spread":0.2599000657682396,"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."}}