{"id":"W4317568620","doi":"10.2514/6.2023-0213","title":"A Conceptual Sizing Tool for Regional and Commuter Aircraft with Hybrid-Electric Propulsion","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Sizing; Propulsion; Electrically powered spacecraft propulsion; Aviation; Conceptual design; Automotive engineering; Systems engineering; Engineering; Carbon footprint; Fuel efficiency; Computer science; Aerospace engineering; Greenhouse gas; Mechanical engineering","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":[0.0001705973,0.0001834802,0.0001701287,0.0001044309,0.0003479636,0.0000382599,0.0002565341,0.00007685908,0.0000521263],"category_scores_gemma":[0.0000637409,0.0001427179,0.00004415583,0.0006943531,0.0003986675,0.000312352,0.0002817393,0.0001662515,0.0001506933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007620385,"about_ca_system_score_gemma":0.0000124781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000026156,"about_ca_topic_score_gemma":0.00003443075,"domain_scores_codex":[0.9985518,0.00001682927,0.0001634769,0.0004325556,0.0002727064,0.0005626461],"domain_scores_gemma":[0.9994451,0.0001497039,0.0000639041,0.0002700495,0.00001264117,0.00005860976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000534629,0.0001848747,0.1145324,0.0000749606,0.00009855423,0.000193571,0.0005390975,0.0009832208,0.1896964,0.009974873,0.2411968,0.4419906],"study_design_scores_gemma":[0.005642119,0.004147673,0.04683601,0.0002873928,0.00009108656,0.0003940063,0.003385061,0.02540178,0.09745536,0.1287384,0.6850526,0.002568536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554659,0.0001956151,0.03319632,0.008004891,0.0000995264,0.001373113,0.00003098129,0.001160875,0.0004727996],"genre_scores_gemma":[0.9851654,0.00007535471,0.01133398,0.0006621141,0.00002438437,0.00026387,0.0000269159,0.00003386229,0.002414093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4438557,"threshold_uncertainty_score":0.5819866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722302283820254,"score_gpt":0.237885094904467,"score_spread":0.2206620720662645,"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."}}