{"id":"W4377693913","doi":"10.1353/cye.2011.0024","title":"School Travel Mode Choice and Characteristics of the Children, School and Neighborhood","year":2011,"lang":"en","type":"article","venue":"Children Youth and Environments","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mode (computer interface); School choice; Psychology; Mode choice; Travel behavior; Transport engineering; Public transport; Engineering; Political science; Computer science","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":[0.0003846865,0.0001484497,0.0002265845,0.0009144137,0.0004797338,0.0007424102,0.0002223197,0.0002094808,0.002799478],"category_scores_gemma":[0.001503809,0.0001402154,0.0002909728,0.001339325,0.0004078514,0.0003013814,0.0003121634,0.0002579326,0.000190356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006527748,"about_ca_system_score_gemma":0.0006491164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09747702,"about_ca_topic_score_gemma":0.2284342,"domain_scores_codex":[0.999701,0.00005826867,0.00003153481,0.0000512493,0.00007130735,0.00008663256],"domain_scores_gemma":[0.998976,0.0002069794,0.0004367094,0.00004765063,0.0001226145,0.000210038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001990488,0.00001612993,0.9985926,0.000007321135,0.00001227507,0.00003759403,0.0004871025,0.00002844224,0.0000645513,0.00002444212,0.00004019975,0.0006694074],"study_design_scores_gemma":[7.843983e-7,0.00002668348,0.9984207,0.000004582562,0.000004659355,0.00006059262,0.001288777,0.00002623852,0.00003025307,0.000008967568,0.0001257669,0.000001922121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994418,0.00005027291,0.00001489058,0.0000086471,5.535497e-7,0.000002808649,0.0002056957,8.410244e-7,0.0002745479],"genre_scores_gemma":[0.9994513,0.00006526778,0.00004763449,0.00000370996,7.794675e-7,0.000004949815,0.0002054276,0.000001132211,0.0002196899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09747702,"threshold_uncertainty_score":0.1938193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526777981958344,"score_gpt":0.21989829029143,"score_spread":0.2046305104718465,"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."}}