{"id":"W2791049891","doi":"10.2514/1.i010561","title":"Aircraft Vertical Route Optimization by Beam Search and Initial Search Space Reduction","year":2018,"lang":"en","type":"article","venue":"Journal of Aerospace Information Systems","topic":"Air Traffic Management and Optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Reduction (mathematics); Aerospace engineering; Space (punctuation); Computer science; Mathematical optimization; Physics; Engineering; Mathematics","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":[0.001108852,0.0007969164,0.0008910138,0.001060973,0.0004340574,0.0006360976,0.0007789959,0.000701538,0.00326047],"category_scores_gemma":[0.002462015,0.0005044987,0.0006716317,0.0008454351,0.0004783066,0.0008422306,0.000784195,0.0006734729,0.0007273039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004359037,"about_ca_system_score_gemma":0.0009702842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00498651,"about_ca_topic_score_gemma":0.00332909,"domain_scores_codex":[0.9995592,0.0001730856,0.00001903595,0.00004638214,0.0001534382,0.0000487267],"domain_scores_gemma":[0.9992913,0.000419086,0.00004714316,0.00006101161,0.0001661892,0.00001522577],"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":[0.00009673394,0.00005369522,0.0007278199,0.00007319333,0.0000355006,0.00002495251,0.00007405638,0.8973961,0.003136632,0.01041,0.001607045,0.08636432],"study_design_scores_gemma":[0.00002272402,0.00005446796,0.0001369309,0.00000916625,0.000007156631,0.00001353171,0.00001042891,0.996013,0.0009642577,0.001742529,0.001020086,0.000005716907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01879286,0.0001796702,0.9765942,0.00005134078,0.00001978359,0.00008170743,0.00006103808,0.0003460247,0.003873469],"genre_scores_gemma":[0.2039159,0.000274805,0.7918168,0.00009927591,0.00002588875,0.0005257962,0.0003001569,0.0002003846,0.002840972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00498651,"threshold_uncertainty_score":0.01090735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009373355670403103,"score_gpt":0.2306751334176354,"score_spread":0.2213017777472323,"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."}}