{"id":"W2016956342","doi":"10.2316/journal.203.2009.3.203-4504","title":"MODELS FOR SECURITY INVESTMENT IN ELECTRICITY MARKET","year":2009,"lang":"en","type":"article","venue":"International Journal of Power and Energy Systems","topic":"Electric Power System Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Incentive; Business; Electricity; Electricity market; Control (management); Public investment; Industrial organization; Market economy; Economics; Economic policy; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842752,0.001395924,0.001241955,0.0008571041,0.001010556,0.003425809,0.002654714,0.004644793,0.01107204],"category_scores_gemma":[0.003734927,0.0005865859,0.001213097,0.001184424,0.002121592,0.004189246,0.001393128,0.002503264,0.0009277225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003011307,"about_ca_system_score_gemma":0.001195773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004138391,"about_ca_topic_score_gemma":0.004346206,"domain_scores_codex":[0.9989372,0.0005662986,0.00003242993,0.0001226601,0.0001463236,0.0001951475],"domain_scores_gemma":[0.9984139,0.0009197849,0.0002597598,0.0000955233,0.0001224571,0.0001885401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004226502,0.00004663771,0.0002282569,0.00004163104,0.00002091827,0.0001147237,0.00007609292,0.1815025,0.0002059767,0.8139761,0.002009567,0.001735386],"study_design_scores_gemma":[0.0001060255,0.00005611702,0.0002336049,0.00002951248,0.00002234658,0.00006876276,0.00007572862,0.5028921,0.00008465582,0.4924171,0.003986709,0.00002740133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1486439,0.004810362,0.6308084,0.01526305,0.0003498428,0.0003095666,0.001497637,0.000342606,0.1979745],"genre_scores_gemma":[0.9349345,0.002502656,0.01548965,0.0003501271,0.0002106393,0.0003433891,0.0002414185,0.00005046792,0.0458771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01107204,"threshold_uncertainty_score":0.03703964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005102314378856715,"score_gpt":0.2059801310004502,"score_spread":0.2008778166215935,"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."}}