{"id":"W4406959392","doi":"10.1145/3681772.3698212","title":"Airport Delay Prediction with Temporal Fusion Transformers","year":2024,"lang":"en","type":"article","venue":"","topic":"Air Traffic Management and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Computer science; Fusion; Transformer; Real-time computing; Engineering; Electrical engineering; Voltage","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":[0.00004130263,0.00006804166,0.00004083327,0.00006942928,0.00002272168,0.00003483951,0.00002291709,0.00002932764,0.0003035483],"category_scores_gemma":[2.228807e-7,0.0000506144,0.00001813401,0.0001531692,0.000007365633,0.0002261677,0.000002074972,0.00004888843,0.00002987269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002132612,"about_ca_system_score_gemma":0.000005421668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004886368,"about_ca_topic_score_gemma":0.00002967303,"domain_scores_codex":[0.9996589,0.000001631372,0.00007915354,0.00008389352,0.00009111997,0.00008529152],"domain_scores_gemma":[0.9999247,0.000002916526,0.000002474803,0.00003997931,0.000006347865,0.00002363443],"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":[0.00001726821,0.00001375352,0.001266495,0.0002897964,0.0001055285,0.00003076752,0.0004161154,0.8726096,0.00007523289,0.001978161,0.04035268,0.08284465],"study_design_scores_gemma":[0.0001001177,0.00004063229,0.0002836529,0.00002963084,0.00002320205,0.000003438442,0.00006814352,0.9554181,0.00009067948,0.000009531991,0.0438565,0.00007642519],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01864594,0.00009443668,0.8457782,0.0001012332,0.0003020187,0.0001516877,0.000002350288,0.001787278,0.1331368],"genre_scores_gemma":[0.9949441,0.00009893905,0.00220601,0.00001201113,0.0000507588,0.000009893682,0.00007027845,0.00001938365,0.002588637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9762982,"threshold_uncertainty_score":0.3323641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003831464912691099,"score_gpt":0.1671435956532977,"score_spread":0.1633121307406066,"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."}}