{"id":"W4376608334","doi":"10.1109/icaiot57170.2022.10121891","title":"The study on the effects of the height of the core’s window on the leakage reactance of transformers using finite element analysis","year":2022,"lang":"en","type":"article","venue":"","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Reactance; Transformer; Leakage inductance; Finite element method; Electromagnetic coil; Electrical engineering; Engineering; Electronic engineering; Structural engineering; Voltage","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":[0.0004829303,0.0004275785,0.0003349421,0.0003054928,0.0001230589,0.0003343143,0.0002817167,0.0003824922,0.0008264183],"category_scores_gemma":[0.001552582,0.0002578136,0.0005377716,0.0002732367,0.0003605411,0.00051944,0.0002037537,0.0003379411,0.0001842989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427692,"about_ca_system_score_gemma":0.000146486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004843488,"about_ca_topic_score_gemma":0.0005819128,"domain_scores_codex":[0.99966,0.00008412394,0.00002361695,0.00004186881,0.000161099,0.00002923402],"domain_scores_gemma":[0.9986173,0.000962625,0.0001180138,0.0001434031,0.0001376371,0.00002104753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003215032,0.0001027136,0.003254901,0.0004300394,0.00006977614,0.0002386265,0.0003599265,0.1230281,0.8236558,0.001642517,0.0002566351,0.04663942],"study_design_scores_gemma":[0.00001229186,0.0007771365,0.007604856,0.00003447989,0.00009332239,0.0002780422,0.0001330907,0.3931136,0.5951573,0.0005845976,0.002166268,0.00004507412],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6897496,0.0008264969,0.3054655,0.0001077954,0.00007289029,0.0000574004,0.0001114003,0.000560561,0.003048271],"genre_scores_gemma":[0.9790702,0.0002686714,0.01987281,0.00001127865,0.000005903038,0.00001777081,0.00005260513,0.00003603721,0.0006646282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008264183,"threshold_uncertainty_score":0.002764642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469933568638378,"score_gpt":0.2416727144929469,"score_spread":0.2169733788065632,"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."}}