{"id":"W2028685156","doi":"10.2118/2000-094-ea","title":"Mitigation of Harmonic Distortions in Oilfield Electrical Distribution Systems","year":2000,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Harmonic; Harmonic analysis; Distribution (mathematics); Petroleum engineering; Computer science; Environmental science; Geology; Electronic engineering; Engineering; Acoustics; Physics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006140672,0.00007222321,0.00009144269,0.0001578774,0.00002187818,0.00002785677,0.0001372623,0.00006181705,0.0004850588],"category_scores_gemma":[0.00002331443,0.00008470286,0.00002735845,0.0001266187,0.00002699916,0.0001240955,0.000002677616,0.0001319651,0.00002542112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003822879,"about_ca_system_score_gemma":0.00009423912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348729,"about_ca_topic_score_gemma":0.01484611,"domain_scores_codex":[0.9993954,0.00001307598,0.0002193009,0.0001120669,0.0001156676,0.0001444439],"domain_scores_gemma":[0.9997076,0.0000122182,0.00002085916,0.00009504547,0.00007509767,0.00008914584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001416609,0.00031977,0.107379,0.0003115096,0.0003827633,0.0001069585,0.001029183,0.2436927,0.01077305,0.2356918,0.07625614,0.3239154],"study_design_scores_gemma":[0.001182234,0.0001741652,0.2353108,0.000421219,0.00003582575,0.00008691689,0.0001368692,0.5053455,0.03069852,0.006304012,0.2192591,0.001044775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769467,0.0001424696,0.0007702512,0.0005791002,0.0004047188,0.00006119929,0.0001676571,0.00008658309,0.02084135],"genre_scores_gemma":[0.9986961,0.0001450277,0.0000347168,0.00001327871,0.00005140258,0.00003340388,0.0001756034,0.000006552483,0.0008438998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3228706,"threshold_uncertainty_score":0.993082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00838506632710373,"score_gpt":0.2048948513249839,"score_spread":0.1965097849978802,"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."}}