{"id":"W615426083","doi":"","title":"Exploring Differences in Child and Youth School Travel Mode Choice Behavior","year":2015,"lang":"en","type":"article","venue":"Transportation Research Board 94th 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":"Context (archaeology); Travel behavior; Sustainable transport; Mode choice; Psychology; Binary logit model; Public transport; Geography; Demographic economics; Transport engineering; Engineering; Sustainability; Economics","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":[0.0009803846,0.0001607164,0.0001977699,0.001043376,0.0004431589,0.0007069794,0.000278185,0.0002132075,0.002637596],"category_scores_gemma":[0.002377427,0.0001621944,0.0004421734,0.001296981,0.0002819107,0.0004253476,0.0005077135,0.0003484778,0.0002508833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076569,"about_ca_system_score_gemma":0.0009378528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2028606,"about_ca_topic_score_gemma":0.3891083,"domain_scores_codex":[0.9995234,0.0001289787,0.0000301352,0.00007599201,0.00008957464,0.0001519157],"domain_scores_gemma":[0.9988641,0.0003333336,0.0003810776,0.0000584753,0.0001812919,0.0001818158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001723292,0.00002663739,0.9969625,0.000007155129,0.00001646064,0.00001392608,0.001014148,0.00002779035,0.00005542584,0.00004150258,0.00006941755,0.001747863],"study_design_scores_gemma":[4.71379e-7,0.00002124187,0.9983942,0.000003064037,0.000003691334,0.00001191804,0.001351333,0.00005149418,0.00002661096,0.000008019884,0.0001267335,0.000001136147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991016,0.00004568317,0.00005351733,0.0000157256,6.889005e-7,0.000006030733,0.0003279522,0.000001587712,0.0004471534],"genre_scores_gemma":[0.9985021,0.0001150204,0.0001659597,0.00001065191,0.000001144932,0.0000164053,0.0007237802,0.000001956843,0.0004629049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2028606,"threshold_uncertainty_score":0.4033597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2738363889931927,"score_gpt":0.426818487769705,"score_spread":0.1529820987765124,"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."}}