{"id":"W2346917167","doi":"10.1002/atr.1383","title":"The influence of bus service satisfaction on university students' mode choice","year":2016,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Public transport; Reliability (semiconductor); Level of service; Transport engineering; Mode (computer interface); Confirmatory factor analysis; Service quality; Key (lock); Mode choice; Engineering; Business; Computer science; Marketing; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003272365,0.00006136135,0.0001142676,0.00004683287,0.0002308629,0.00000996136,0.0002493759,0.00004362488,0.00001166781],"category_scores_gemma":[0.00004835335,0.00003859766,0.0000673016,0.0002430275,0.00009899308,0.0008801864,9.959689e-7,0.00009097969,0.000001096435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009587993,"about_ca_system_score_gemma":0.0001050679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008077268,"about_ca_topic_score_gemma":0.02533453,"domain_scores_codex":[0.9989135,0.0000601276,0.0003032376,0.00008522236,0.0005239414,0.0001139278],"domain_scores_gemma":[0.9986657,0.0002506716,0.0004708329,0.00009014536,0.0004616953,0.00006094353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005112854,0.00006423389,0.9620358,0.0000143582,0.00002982531,0.000004625384,0.004065663,0.01138768,0.008537749,0.000860949,0.000006195193,0.01248164],"study_design_scores_gemma":[0.0006765083,0.00006590947,0.9941912,0.00009061784,0.00003151408,6.853325e-8,0.001327077,3.863948e-7,0.0004304523,0.0007570183,0.002380095,0.00004915705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983552,0.00002322345,0.0004370543,0.0008197865,0.0001834961,0.00009934365,0.00001223569,0.000008941234,0.0000607405],"genre_scores_gemma":[0.9993806,0.0003085676,0.0001435743,0.00002719496,0.00005135383,3.012325e-7,7.664677e-7,0.000003621951,0.0000839858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03215539,"threshold_uncertainty_score":0.9924506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00998627959121953,"score_gpt":0.2986185570826868,"score_spread":0.2886322774914672,"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."}}