{"id":"W4310929490","doi":"10.1109/iecon49645.2022.9968528","title":"Iron Loss Measurement Segregation between an Assembled Stator Core and Tester","year":2022,"lang":"en","type":"article","venue":"IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Stator; Lamination; Core (optical fiber); Materials science; Flux (metallurgy); Magnetic core; Mechanical engineering; Composite material; Metallurgy; Engineering; Electrical engineering; Electromagnetic coil","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001497561,0.0001983772,0.0002891473,0.00002073067,0.0006539773,0.0001077321,0.0006904709,0.0001265724,0.0004876287],"category_scores_gemma":[0.00007218704,0.0001606305,0.0001080818,0.000230175,0.0001592658,0.0002336706,0.0002717117,0.000594428,0.000003211783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003208174,"about_ca_system_score_gemma":0.001068859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002809206,"about_ca_topic_score_gemma":0.00007298781,"domain_scores_codex":[0.9976547,0.0002464708,0.0004379557,0.0004179807,0.0008029235,0.0004399324],"domain_scores_gemma":[0.9986688,0.00005553393,0.0003810137,0.0004516623,0.0003259342,0.0001170545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000158114,0.0003119357,0.001941401,0.00005113635,0.00006622184,5.143208e-7,0.00418997,0.000496496,0.9627432,0.003064423,0.01206054,0.01491601],"study_design_scores_gemma":[0.009161578,0.006102732,0.003380746,0.0001160166,0.0006199882,0.00003394391,0.01569638,0.008202041,0.8622206,0.01431014,0.07813555,0.002020251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966722,0.0001588065,0.0001011584,0.001529582,0.0003669703,0.0006648067,0.000360867,0.00003820296,0.000107454],"genre_scores_gemma":[0.9990842,0.00003318516,0.00007615471,0.0001629987,0.000174095,0.000134653,0.00002068582,0.00001862149,0.0002954548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005226,"threshold_uncertainty_score":0.6550322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09308494636551395,"score_gpt":0.2649642500264036,"score_spread":0.1718793036608897,"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."}}