{"id":"W2972705984","doi":"10.1109/cjece.2019.2922384","title":"Operational Parameters Affecting Harmonic Resonance in Electrical Submersible Pump Systems","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Submersible pump; Variable-frequency drive; Transformer; Engineering; Electrical equipment; Marine engineering; Automotive engineering; Electrical engineering; Voltage; Power (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004726255,0.000297276,0.0002151442,0.0003231437,0.0003713862,0.0004975171,0.0003255414,0.0003851022,0.0005782714],"category_scores_gemma":[0.001915875,0.0001423155,0.0001274237,0.0002525356,0.0006191458,0.0004726805,0.0002531697,0.0002410939,0.0001579507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000938711,"about_ca_system_score_gemma":0.0002986615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150704,"about_ca_topic_score_gemma":0.01198961,"domain_scores_codex":[0.9996822,0.00006173211,0.00001778434,0.0000512587,0.0001257447,0.00006135049],"domain_scores_gemma":[0.9985597,0.0008972708,0.0002067156,0.00005692681,0.0002445385,0.00003484894],"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":[0.00152221,0.0003909912,0.09748882,0.0003522055,0.00007733671,0.00152435,0.001944813,0.2234033,0.6293035,0.0008096764,0.0007858745,0.042397],"study_design_scores_gemma":[0.0001006344,0.002063922,0.2165341,0.00005671383,0.0001683004,0.000966278,0.00304121,0.3463393,0.4270758,0.0009287373,0.002552824,0.000172041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950497,0.00006854846,0.003502793,0.00003065434,0.000003849203,0.00001427064,0.00005018667,0.00009261561,0.001187526],"genre_scores_gemma":[0.9997744,0.0000104275,0.0001376693,0.0000025363,3.846192e-7,0.000001350434,0.00001307205,0.000004343811,0.00005580876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01150704,"threshold_uncertainty_score":0.02288014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005636439524971261,"score_gpt":0.1681855774157952,"score_spread":0.162549137890824,"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."}}