{"id":"W1807300116","doi":"10.1109/pcicon.1991.162944","title":"Outlook for electrical energy from utilities: 1991-1999","year":2002,"lang":"en","type":"article","venue":"","topic":"Electric Power System Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deregulation; Electric utility; Computer science; Energy (signal processing); Energy mix; Fuel cells; Operations research; Telecommunications; Engineering; Electrical engineering; Economics; Electricity generation; Mathematics; Physics; Market economy","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":[0.00003739315,0.0001298695,0.0001600256,0.00008314854,0.00003379558,0.00002924669,0.0001167385,0.0001022217,0.0007210571],"category_scores_gemma":[0.00003033986,0.0001284799,0.00006036694,0.0001946921,0.000006610113,0.00009807054,0.000007001864,0.00005388862,0.00004723396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000969762,"about_ca_system_score_gemma":0.000003662498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001727233,"about_ca_topic_score_gemma":0.0000294722,"domain_scores_codex":[0.9992049,0.0000130646,0.0002150548,0.0001617368,0.0001128676,0.0002923819],"domain_scores_gemma":[0.9995498,0.0001542382,0.00001603207,0.0001872416,0.00002711752,0.00006556325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002814702,0.0001297154,0.0001933024,0.00007089088,0.0003235664,0.000006938872,0.0008175802,0.0406174,0.001603575,0.01780958,0.8509676,0.08743174],"study_design_scores_gemma":[0.0002764052,0.000035787,0.000009724929,0.000004867647,0.00001098761,0.000001757858,0.000008859362,0.9041658,0.002403291,0.0002253856,0.09270035,0.0001567773],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.000766167,0.003153641,0.9027284,0.0000527094,0.0004041517,0.0001712486,0.00001870306,0.0009092849,0.09179564],"genre_scores_gemma":[0.9789136,0.0001915287,0.00859611,0.0001565038,0.0002376837,0.0001030343,0.00006882646,0.00005924099,0.01167348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9781474,"threshold_uncertainty_score":0.789507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045459119502078,"score_gpt":0.1772369109238107,"score_spread":0.1667823197287899,"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."}}