{"id":"W4401253399","doi":"10.3233/wor-230700","title":"Modeling passenger comfort in turboprop aircraft using objective measures","year":2024,"lang":"en","type":"article","venue":"Work","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; Trent University; Technische Universiteit Delft; Nottingham Trent University","keywords":"Annoyance; Feeling; Computer science; Simulation; Airplane; Applied psychology; Psychology; Engineering; Social psychology; Computer vision","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002080118,0.0001267162,0.0001474538,0.0001423708,0.00004238245,0.00004100847,0.0000943893,0.0001068763,0.0001459976],"category_scores_gemma":[0.00001053476,0.0001206813,0.0000978837,0.000334748,0.00002729108,0.00005945869,0.00003087409,0.0002704193,0.0001210176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008258589,"about_ca_system_score_gemma":0.00003912106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006842719,"about_ca_topic_score_gemma":0.0003000583,"domain_scores_codex":[0.9990862,0.00004851622,0.0001860705,0.0003197497,0.00008325309,0.0002762368],"domain_scores_gemma":[0.9997061,0.00003392354,0.00001294792,0.0001900538,0.00001534009,0.00004165369],"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":[0.0006702777,0.0009533322,0.08254091,0.0003720229,0.001631605,0.0006256573,0.04379122,0.4113344,0.00322051,0.1407394,0.007229278,0.3068914],"study_design_scores_gemma":[0.003952826,0.0003164773,0.1578415,0.002628714,0.0004171658,0.00006931718,0.01574424,0.7113215,0.0001263053,0.05798401,0.04561022,0.003987755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682322,0.003893006,0.004540592,0.0001583378,0.001373425,0.0001845526,0.000002606464,0.00009673792,0.02151854],"genre_scores_gemma":[0.9987603,0.00001975292,0.0003802881,0.000113255,0.0001328374,0.00002609768,0.000003737309,0.00003720457,0.0005265423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3029037,"threshold_uncertainty_score":0.492124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03477656762565422,"score_gpt":0.3175845968297317,"score_spread":0.2828080292040774,"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."}}