{"id":"W4384833588","doi":"10.1109/fes57669.2023.10183258","title":"Multi-objective generation and transmission expansion planning: An economic and technical viewpoint","year":2023,"lang":"en","type":"article","venue":"","topic":"Electric Power System Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Transmission (telecommunications); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001370842,0.001168838,0.0007546886,0.00083809,0.0004165832,0.001633309,0.0009458169,0.001216209,0.002320643],"category_scores_gemma":[0.001929326,0.0004571259,0.0006616864,0.001359031,0.0007909136,0.002102002,0.0007578344,0.001180274,0.000205047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007552934,"about_ca_system_score_gemma":0.0008382106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314308,"about_ca_topic_score_gemma":0.001707659,"domain_scores_codex":[0.9993248,0.0003489972,0.00001936367,0.0000678936,0.0001874012,0.00005149486],"domain_scores_gemma":[0.9994363,0.0003757108,0.00007466059,0.00002371203,0.00005995036,0.00002964403],"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":[0.00002139684,0.00004034575,0.0003490258,0.0001473677,0.00004391301,0.0001763082,0.00002056729,0.9254051,0.0007866804,0.05321734,0.0006904946,0.01910135],"study_design_scores_gemma":[0.000005104156,0.00004695373,0.0002678931,0.00002645193,0.00001477065,0.00007195258,0.00003045101,0.9789631,0.0003671306,0.0184745,0.001722828,0.000008949892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01897659,0.002939059,0.959174,0.001333124,0.000141516,0.00005939617,0.00008160573,0.00003525014,0.01725941],"genre_scores_gemma":[0.7941686,0.005582352,0.1890116,0.0002606771,0.000511719,0.0001905998,0.000117238,0.00009083798,0.01006647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002320643,"threshold_uncertainty_score":0.007763326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106066160896218,"score_gpt":0.2540373224304729,"score_spread":0.2329766608215107,"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."}}