{"id":"W1966967960","doi":"10.1109/pes.2006.1708938","title":"Research activities on the environmental impact of AC and DC power transmission systems","year":2006,"lang":"en","type":"article","venue":"2006 IEEE Power Engineering Society General Meeting","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electric power transmission; Electrical engineering; Power transmission; Transmission (telecommunications); Voltage; Transmission system; Power (physics); Engineering; Telecommunications; Environmental science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005605274,0.000183504,0.000159998,0.00004758784,0.0001296701,0.00005914151,0.0000875953,0.00009934839,0.00002008372],"category_scores_gemma":[0.000009657856,0.0001439183,0.0001239299,0.0001546709,0.00004994169,0.0001126648,0.000009192298,0.0003029754,0.000003157657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717764,"about_ca_system_score_gemma":0.00001337517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006710507,"about_ca_topic_score_gemma":7.131089e-7,"domain_scores_codex":[0.9988559,0.00005532717,0.0002449154,0.0001542842,0.0003259376,0.0003636264],"domain_scores_gemma":[0.9995216,0.0002408623,0.00003346209,0.0001373936,0.00001625714,0.00005048641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003734782,0.00001250662,0.000145026,0.00002480453,0.00003219488,2.888874e-7,0.0007860844,0.4129917,0.5824378,0.000142347,0.003369774,0.00005370192],"study_design_scores_gemma":[0.0005130999,0.0002810062,0.01425767,0.0002294434,0.00002022042,0.00001178856,0.000959372,0.7704604,0.211817,0.00003284255,0.0009042591,0.0005128839],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904099,0.0007233202,0.007653035,0.00003722249,0.000178841,0.0001965724,0.00002419136,0.0001081813,0.0006687636],"genre_scores_gemma":[0.9987389,0.00009143167,0.0008346125,0.000008057331,0.00009748471,0.00002450498,0.00001154511,0.00004512093,0.0001483181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3706208,"threshold_uncertainty_score":0.5868817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009112052875464316,"score_gpt":0.2365469275670902,"score_spread":0.2274348746916259,"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."}}