{"id":"W4402487672","doi":"10.2514/1.d0427","title":"Willingness to Fly on Urban Air Mobility Aircraft in Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Air Transportation","topic":"Air Traffic Management and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Innovation, Science and Economic Development Canada","keywords":"Aeronautics; Air travel; Environmental science; Meteorology; Transport engineering; Aviation; Geography; Engineering; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007390245,0.0001498078,0.0002030336,0.0007697722,0.002928028,0.001341761,0.0006185427,0.0003663955,0.004842242],"category_scores_gemma":[0.00229975,0.0001516029,0.0004075828,0.001563956,0.0008736494,0.0003860824,0.0006133594,0.0007520789,0.0002486595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01660657,"about_ca_system_score_gemma":0.02016986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922891,"about_ca_topic_score_gemma":0.9955427,"domain_scores_codex":[0.9992636,0.00005456938,0.00003501888,0.00005783254,0.0003442353,0.0002447494],"domain_scores_gemma":[0.9977877,0.0001971729,0.0002452336,0.00003855047,0.001051166,0.0006801359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000130625,0.0001745341,0.9455785,0.0001091732,0.00004959343,0.000370176,0.0203849,0.0002775088,0.000687181,0.0009798979,0.006387586,0.02487027],"study_design_scores_gemma":[0.000005052805,0.00004575456,0.9612396,0.00006182639,0.00001064396,0.00006585084,0.03258658,0.0003302463,0.00009095452,0.00004192034,0.005491527,0.0000299722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918651,0.0002025416,0.00004147049,0.0006011454,0.00001322649,0.00002587686,0.0004504153,0.000003543509,0.006796624],"genre_scores_gemma":[0.9970831,0.0002842335,0.00006904333,0.0001328505,0.000002109243,0.000007960684,0.0002383071,0.00000212008,0.002180171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01660657,"threshold_uncertainty_score":0.1204897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004198610024788967,"score_gpt":0.1856643950023393,"score_spread":0.1814657849775504,"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."}}