{"id":"W4399848737","doi":"10.54648/aila2023017","title":"Shaping the Future: A Comprehensive Airline Passengers ADR Framework","year":2023,"lang":"en","type":"article","venue":"Air and Space Law","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Aeronautics; Transport engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001629758,0.0001008723,0.0002137066,0.00006756665,0.0002867012,0.00005652289,0.00009999745,0.0001120106,0.0002201287],"category_scores_gemma":[0.00001596017,0.00008400378,0.00008895538,0.0004772693,0.00007349082,0.00009442841,0.00004964745,0.0002212471,0.000348362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001413262,"about_ca_system_score_gemma":0.000004436254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001207498,"about_ca_topic_score_gemma":0.00006700377,"domain_scores_codex":[0.9993232,0.00001345264,0.0002116994,0.0002327093,0.00003210414,0.0001868027],"domain_scores_gemma":[0.9994743,0.0001078428,0.0001183887,0.0002246965,0.0000202821,0.00005443383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003417569,0.00001003511,0.01981792,0.000008689683,0.00007732057,0.000004382489,0.0003992628,0.0003102489,0.000001206871,0.9724262,0.006329413,0.0006119212],"study_design_scores_gemma":[0.0002206568,0.00002507884,0.05779511,0.0000140447,0.00001569981,0.000002595147,0.001344095,0.004172194,0.00001624558,0.05001577,0.8861843,0.0001942548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5172904,0.019303,0.00634429,0.3703001,0.002588051,0.0004543638,0.0003003829,0.0005303381,0.08288905],"genre_scores_gemma":[0.9951796,0.0007057254,0.0001147309,0.002176374,0.0004309204,0.00001125147,0.00002008657,0.00001158816,0.001349723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9224104,"threshold_uncertainty_score":0.4477605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0469565538868681,"score_gpt":0.2529275296436972,"score_spread":0.2059709757568292,"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."}}