{"id":"W3203747960","doi":"10.1155/2021/9951206","title":"Research on Aircraft Surface Taxi Path Planning and Conflict Detection and Resolution","year":2021,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Traffic control and management","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Civil Aviation University of China","keywords":"Computer science; Trajectory; Path (computing); Simulation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002433656,0.00006117631,0.0001049309,0.00008377902,0.00005700171,0.00001904851,0.00001970297,0.00003380818,0.000002479546],"category_scores_gemma":[0.00001084735,0.00006056129,0.0000213299,0.0001182204,0.00001487637,0.0001809308,0.000001122685,0.0002084875,3.843259e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003293364,"about_ca_system_score_gemma":0.000009435335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002294674,"about_ca_topic_score_gemma":0.0000337016,"domain_scores_codex":[0.9993926,0.00002518452,0.0002002308,0.00008175908,0.0001916787,0.0001085563],"domain_scores_gemma":[0.9996874,0.00006035124,0.0000434472,0.00004451778,0.0001146943,0.00004964527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001135417,0.00001259763,0.0001415438,0.00006212741,0.00002633475,0.00006995208,0.0008039734,0.9267145,0.04530337,0.0001372407,0.00003381404,0.02658102],"study_design_scores_gemma":[0.003040543,0.0005598366,0.9476466,0.000416899,0.00006639362,0.00004206143,0.004065034,0.01151874,0.009372323,0.0003090307,0.02275333,0.0002092208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838822,0.002557765,0.01304643,0.0001017728,0.000210716,0.00006646531,0.000002704285,0.00002648719,0.0001054151],"genre_scores_gemma":[0.9976577,0.000881381,0.001365013,0.0000102903,0.00004783108,0.00000143867,0.000003328278,0.000009290606,0.00002370424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9475051,"threshold_uncertainty_score":0.2469618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031024403938084,"score_gpt":0.2780326792754949,"score_spread":0.257722435236114,"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."}}