{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001479911,0.00009758954,0.0001331385,0.0001542504,0.0000142876,0.00001028187,0.00007774225,0.00003080308,0.00002878245],"category_scores_gemma":[0.000004651301,0.00009315101,0.00004633653,0.0003229292,0.00000391269,0.0002084462,5.800709e-7,0.0001606879,0.00000326124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349589,"about_ca_system_score_gemma":0.0001345493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009539452,"about_ca_topic_score_gemma":0.3411989,"domain_scores_codex":[0.9991538,0.000009151444,0.0003896746,0.00008819063,0.0002405667,0.0001186488],"domain_scores_gemma":[0.9997714,0.00002888228,0.00003033843,0.00006336715,0.00004340542,0.00006258993],"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":[0.00002643832,0.00001530885,0.00432639,0.0001464974,0.00002056145,0.00007115224,0.0007982656,0.9880098,0.00003008217,0.0001232245,0.002772367,0.003659943],"study_design_scores_gemma":[0.0005970773,0.0001942688,0.7225113,0.0008279543,0.00006564088,0.000002907257,0.0006758292,0.2559225,0.001000593,0.00009476418,0.01776524,0.000341935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580017,0.0001505244,0.04008104,0.0005030247,0.000760178,0.0001398802,0.000009999424,0.00005632174,0.0002973018],"genre_scores_gemma":[0.9990367,0.00003474428,0.0006585483,0.0001021638,0.00008985795,0.000003629439,0.00001619688,0.00001788863,0.00004026039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7320873,"threshold_uncertainty_score":0.9970561,"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."}}