{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009746682,0.0004645094,0.0007142111,0.00172424,0.00163175,0.0004228335,0.000996593,0.0003942866,0.000210478],"category_scores_gemma":[0.001265899,0.0004803461,0.0001733139,0.003408652,0.00201563,0.003063554,0.00001835658,0.002596646,0.00005224908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004324531,"about_ca_system_score_gemma":0.001331945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2432418,"about_ca_topic_score_gemma":0.3587416,"domain_scores_codex":[0.9872324,0.001877444,0.001374385,0.001472982,0.005700849,0.002341895],"domain_scores_gemma":[0.9936025,0.0007885915,0.0001848322,0.0005393789,0.002810093,0.002074664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004922523,0.0004322289,0.8860769,0.0001261482,0.00002504027,0.0000872185,0.1080083,0.00004763545,0.00008830792,0.002923467,0.0001388353,0.001553684],"study_design_scores_gemma":[0.001664124,0.0002487878,0.8466198,0.0002587815,0.00003508189,9.355247e-8,0.1485274,0.00002795812,0.0001761943,0.0007163379,0.001282459,0.0004429734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868986,0.000450864,0.00008926471,0.00184462,0.00025109,0.002380069,0.000507015,0.0002146429,0.007363817],"genre_scores_gemma":[0.996166,0.0009066963,0.0004267436,0.00005134931,0.0004046996,0.0009866987,0.0003373309,0.00007648755,0.0006440126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1154998,"threshold_uncertainty_score":0.9997648,"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."}}