{"id":"W4408146683","doi":"10.1109/icips64173.2024.10899980","title":"A Robust scheduling method of AC / DC Distribution Network Based on Diamond-shaped Cutting Convex Hull Set","year":2024,"lang":"en","type":"article","venue":"","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Convex hull; Hull; Diamond; Regular polygon; Scheduling (production processes); Computer science; Mathematical optimization; Materials science; Mathematics; Composite material; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.0005570074,0.0001884367,0.0002347343,0.00008277722,0.0000644595,0.00008251285,0.0001073434,0.0001344521,0.0002527716],"category_scores_gemma":[0.0001151537,0.0001785682,0.0001058905,0.0006040697,0.00001837877,0.00009359269,0.00001947548,0.0002672928,0.00004025883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006654738,"about_ca_system_score_gemma":0.00003447455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009426121,"about_ca_topic_score_gemma":0.000001376376,"domain_scores_codex":[0.9988708,0.00005682898,0.0003363107,0.0002458715,0.0002016552,0.000288559],"domain_scores_gemma":[0.9992254,0.000393646,0.00003345579,0.0001974869,0.00006440798,0.00008554976],"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":[0.000006516662,0.000009421577,0.00008668134,0.0001150455,0.00003865699,0.000004221655,0.00005978247,0.9949104,0.0002059439,0.0008886358,0.0003794578,0.003295277],"study_design_scores_gemma":[0.0002231598,0.00002678272,0.00004310712,0.0002422199,0.00003687439,0.000002387497,0.00008528049,0.9953603,0.003277611,0.00006010893,0.0004495781,0.0001926135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002580295,0.000332385,0.9937294,0.0001362024,0.0007484089,0.000127718,0.00004905883,0.0009242447,0.001372343],"genre_scores_gemma":[0.4046872,0.00002041207,0.5945046,0.00008161789,0.0002696972,0.00001578423,0.0002685549,0.0000491623,0.0001030428],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4021069,"threshold_uncertainty_score":0.7281801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464899181329882,"score_gpt":0.2624092170438883,"score_spread":0.2377602252305895,"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."}}