{"id":"W4205168219","doi":"10.1016/j.jth.2021.101316","title":"Adolescents’ perceptions of walking and cycling to school differ based on how far they live from school","year":2022,"lang":"en","type":"article","venue":"Journal of Transport & Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cycling; Perception; Psychology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001530502,0.0001368535,0.0004376863,0.0001943059,0.0007580763,0.00003193252,0.0003372651,0.00005484825,0.0008719767],"category_scores_gemma":[0.0000558612,0.000123161,0.0002066646,0.0002189294,0.00007202291,0.0002331381,0.000009101946,0.0006869304,0.000002003304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003275991,"about_ca_system_score_gemma":0.0009030955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00516911,"about_ca_topic_score_gemma":0.006348057,"domain_scores_codex":[0.9976662,0.0002770646,0.0006204329,0.0002315984,0.0008790761,0.0003255591],"domain_scores_gemma":[0.9985521,0.00007465457,0.0004395251,0.000172142,0.0001205194,0.0006410067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002359232,0.0002818413,0.9869308,0.00005063015,0.00001706504,0.0000126808,0.009776876,0.0002780672,0.0003090462,0.0000107733,0.0001124567,0.001983834],"study_design_scores_gemma":[0.000622363,0.0003094382,0.9893616,0.0002640735,0.00004096252,4.783766e-7,0.008065153,0.000029189,0.00000857035,0.0001701396,0.001014715,0.0001132479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904037,0.0002890677,0.001064383,0.007383411,0.0003132738,0.0003132151,0.0001364945,0.00001670574,0.0000797312],"genre_scores_gemma":[0.9968932,0.0001639633,0.0008671668,0.001695387,0.0003025229,0.00000499565,0.00001066994,0.00001515238,0.00004691547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006489509,"threshold_uncertainty_score":0.9547533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220960484778406,"score_gpt":0.3065794455502582,"score_spread":0.2844833970724177,"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."}}