{"id":"W4406138339","doi":"10.1109/esars-itec60450.2024.10819902","title":"Integrated Framework for Initial Position Estimation and Self-Commissioning of SRM Using Voltage Signals","year":2024,"lang":"en","type":"article","venue":"","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Position (finance); Computer science; Voltage; Control theory (sociology); Engineering; Artificial intelligence; Electrical engineering","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":[0.0006576387,0.0007491384,0.0007793712,0.0007509413,0.000240608,0.0009353863,0.001198957,0.0007281042,0.001309074],"category_scores_gemma":[0.001517141,0.0003102039,0.0006872205,0.0003792099,0.00048602,0.0007948842,0.0008099461,0.0006875176,0.0004934533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004400444,"about_ca_system_score_gemma":0.0008657954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003886979,"about_ca_topic_score_gemma":0.003397872,"domain_scores_codex":[0.9994336,0.0001012811,0.00003272779,0.0001116704,0.000273912,0.00004680825],"domain_scores_gemma":[0.9995096,0.0001435149,0.00009133625,0.00005872748,0.0001749527,0.00002182972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001550799,0.00009089516,0.001193614,0.0002795599,0.00007835152,0.0003508496,0.0002023517,0.64972,0.0461698,0.02999748,0.0008763794,0.2708856],"study_design_scores_gemma":[0.000004099218,0.00004618292,0.0001783511,0.000008283207,0.000008653648,0.00004119615,0.000009865656,0.9935951,0.003456164,0.00181978,0.0008230308,0.000009288243],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001767949,0.00006310208,0.9975707,0.00001153379,0.000006507346,0.00001314378,0.000006582973,0.0002176072,0.0003429145],"genre_scores_gemma":[0.4526148,0.0003975798,0.5443858,0.00003412545,0.00007817942,0.0001321736,0.0001598132,0.0001474937,0.002049986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003886979,"threshold_uncertainty_score":0.007728696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477889219185308,"score_gpt":0.3157579874459709,"score_spread":0.2909790952541179,"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."}}