{"id":"W2109883243","doi":"10.1590/s0103-17592003000300006","title":"Transmission loss allocation under combined pool and bilateral operation","year":2003,"lang":"en","type":"article","venue":"Sba Controle & Automação Sociedade Brasileira de Automatica","topic":"Electric Power System Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Transmission loss; Product (mathematics); Transmission (telecommunications); Computer science; Mathematical optimization; Operations management; Economics; Mathematics; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005503264,0.0003879013,0.000459519,0.0001721724,0.0002333091,0.0002387162,0.0001747776,0.0003328924,0.0001274392],"category_scores_gemma":[0.00006749132,0.0003951573,0.000110076,0.0003557053,0.0000685323,0.0004835259,0.00001318314,0.0002712962,0.00004194751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003311871,"about_ca_system_score_gemma":0.0001441235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000107645,"about_ca_topic_score_gemma":0.000004523425,"domain_scores_codex":[0.9977658,0.0002690302,0.0006352428,0.0003713144,0.000347048,0.0006116018],"domain_scores_gemma":[0.9990885,0.000165017,0.0001016828,0.0003334629,0.00008172647,0.0002296703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001444045,0.0006875039,0.009809767,0.001427863,0.001330544,0.00005835253,0.01199686,0.5784891,0.2672707,0.09209369,0.005212682,0.03147856],"study_design_scores_gemma":[0.002579213,0.0001079299,0.01650897,0.00008510035,0.0001006394,0.00006198385,0.0001306737,0.9722517,0.006690456,0.0007676396,0.0002492281,0.0004664514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3876565,0.0006966405,0.6062502,0.0003370628,0.0002580827,0.0009449651,0.000007417649,0.001863919,0.001985246],"genre_scores_gemma":[0.9926302,0.00004770113,0.006488737,0.0003181254,0.00004231171,0.000130569,0.00004013018,0.00009934044,0.0002029152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6049737,"threshold_uncertainty_score":0.99985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005847288060971028,"score_gpt":0.2121464586162244,"score_spread":0.2062991705552533,"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."}}