{"id":"W7095279053","doi":"","title":"Title: THE BUILT ENVIRONMENT AND SCHOOL TRAVEL MODE CHOICE IN TORONTO","year":2016,"lang":"en","type":"article","venue":"","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Built environment; Nexus (standard); Mode choice; Mode (computer interface); Travel behavior; Public transport; Urbanization; Logit; Urban planning","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":[0.0003375095,0.0001990876,0.0002698743,0.0004981174,0.00143186,0.001366767,0.000432693,0.0002966987,0.01075973],"category_scores_gemma":[0.001788195,0.0001620775,0.0004455924,0.001262694,0.0005199088,0.000416677,0.0007297675,0.0003457277,0.0004498456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01058558,"about_ca_system_score_gemma":0.009085041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9345139,"about_ca_topic_score_gemma":0.9720373,"domain_scores_codex":[0.999727,0.00005523585,0.00002069362,0.00004449972,0.00005248582,0.0001000763],"domain_scores_gemma":[0.9987158,0.0003514941,0.0002672765,0.00004442962,0.000188473,0.0004326344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002285566,0.00008645892,0.9814737,0.0001197167,0.00008593308,0.0003583595,0.006490077,0.001329297,0.0003766482,0.001124757,0.002798746,0.005527725],"study_design_scores_gemma":[0.000006826439,0.00004839214,0.9925259,0.00004273378,0.0000270461,0.00003798422,0.004771833,0.0009415906,0.00007484879,0.0001045357,0.001405636,0.00001273485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954643,0.000172245,0.00008187449,0.0002100956,0.000009322717,0.00001821411,0.001575763,0.000005135033,0.002462954],"genre_scores_gemma":[0.9968444,0.0001247069,0.00007966308,0.0000100877,0.000003245699,0.00001105132,0.0004284261,0.000002696883,0.002495689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06548607,"threshold_uncertainty_score":0.1317434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685912789864508,"score_gpt":0.2999361216433331,"score_spread":0.283076993744688,"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."}}