{"id":"W7058583481","doi":"","title":"Nonlinear transient analysis based on power waves and state variables / by Muhammad Ershadul Kabir.","year":2010,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lakehead University","keywords":"Nonlinear system; Power (physics); State (computer science); Transient (computer programming); Transient analysis; State variable","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001096834,0.0005182687,0.000630933,0.001470396,0.0001591697,0.00006479571,0.0004163106,0.0006489447,0.000408873],"category_scores_gemma":[0.00002557071,0.0006136095,0.0002493942,0.001102683,0.00008489478,0.00008947177,0.00002688001,0.0009712026,0.00001738053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076822,"about_ca_system_score_gemma":0.00007209691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009310975,"about_ca_topic_score_gemma":0.09179145,"domain_scores_codex":[0.998534,0.00009461169,0.0002795934,0.0004972083,0.0002033997,0.0003912451],"domain_scores_gemma":[0.998674,0.0002275768,0.00007736193,0.0006363891,0.0001663096,0.0002183067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005893152,0.01181963,0.0244049,0.01422231,0.02287505,0.002229299,0.1097852,0.01541851,0.2427123,0.01923926,0.3528643,0.178536],"study_design_scores_gemma":[0.001412162,0.0004960541,0.007704585,0.0004125239,0.002293884,0.00000220963,0.0006111749,0.04126393,0.01948876,0.00008805321,0.9241427,0.002084026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6874927,0.0006177988,0.002015362,0.0000582528,0.0004430727,0.0004865207,0.0004935825,0.0008474959,0.3075452],"genre_scores_gemma":[0.9753633,0.0000325238,0.0007071753,0.000004407287,0.00002703452,0.000004589188,0.001401707,0.0001015035,0.02235782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5712783,"threshold_uncertainty_score":0.9996315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006392847460621036,"score_gpt":0.2041015545969893,"score_spread":0.1977087071363683,"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."}}