{"id":"W651512165","doi":"","title":"Exploring Changes Affecting Travel Behavior of Seniors","year":2012,"lang":"en","type":"article","venue":"Transportation Research Board 91st Annual MeetingTransportation Research Board","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort effect; Cohort; Population ageing; Population; Demography; Public transport; Period (music); Geography; Gerontology; Demographic economics; Transport engineering; Medicine; Economics; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005992554,0.000177361,0.0001182572,0.0006020063,0.0003172229,0.000562011,0.0002733396,0.0002727477,0.001288367],"category_scores_gemma":[0.001297949,0.00009737264,0.0004766226,0.000629848,0.0001282647,0.000258561,0.0002551502,0.0002117381,0.0001809951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329486,"about_ca_system_score_gemma":0.001091536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.442507,"about_ca_topic_score_gemma":0.5275024,"domain_scores_codex":[0.9998555,0.00003836426,0.000006734509,0.00003243524,0.00002222285,0.00004475072],"domain_scores_gemma":[0.9994984,0.000099942,0.0001241682,0.00004768455,0.000122262,0.0001075451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004173701,0.00003710241,0.9955158,0.00000540481,0.0000283512,0.0000243105,0.0003088668,0.0004420564,0.0001562538,0.00006118711,0.000138777,0.003240191],"study_design_scores_gemma":[8.605202e-7,0.00004541232,0.9981031,0.000002075865,0.000007582626,0.00000952138,0.000386916,0.00118416,0.00003537416,0.00002131845,0.0002016131,0.00000206198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991013,0.00002793261,0.00009100372,0.00002206848,0.000001258323,0.000004749999,0.0005276388,0.000002742715,0.0002213143],"genre_scores_gemma":[0.9987326,0.00003988239,0.000146523,0.0000093034,0.00000149709,0.000004666058,0.0006200269,8.816094e-7,0.000444607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.442507,"threshold_uncertainty_score":0.8798626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2337060789745501,"score_gpt":0.4356159157640858,"score_spread":0.2019098367895357,"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."}}