{"id":"W2342350879","doi":"10.1177/0013916515615389","title":"Disentangling Associations of Neighborhood Street Scale Elements With Physical Activity in Mexican School Children","year":2016,"lang":"en","type":"article","venue":"Environment and Behavior","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Universidad de Guadalajara","keywords":"Walkability; Pedestrian; Physical activity; Scale (ratio); Geography; Environmental health; Psychology; Built environment; Gerontology; Medicine; Cartography; Physical therapy; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000384648,0.0002222194,0.0002123228,0.0008213875,0.0003857224,0.0006223992,0.0002556793,0.0002408153,0.002091977],"category_scores_gemma":[0.001366876,0.0002397257,0.0004680295,0.0008195295,0.0002458013,0.0003921126,0.0005138282,0.0003289021,0.000116766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243971,"about_ca_system_score_gemma":0.000258224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02316829,"about_ca_topic_score_gemma":0.05143696,"domain_scores_codex":[0.9997422,0.00006750904,0.00002499853,0.00005858891,0.00004488237,0.00006170108],"domain_scores_gemma":[0.9992078,0.0001475539,0.0004042717,0.00006149408,0.00007250578,0.0001064248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002162631,0.00001797639,0.9988927,0.00000494744,0.00002379913,0.00001595161,0.0001014201,0.00001161302,0.00007716826,0.00001317446,0.00002486888,0.0007946776],"study_design_scores_gemma":[6.687395e-7,0.00001362975,0.9995685,0.000003701926,0.00001080769,0.00001530582,0.0002787281,0.00002661212,0.0000151176,0.000004978646,0.00006125104,6.742391e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993837,0.0000964691,0.00003315939,0.00001963778,0.000001728785,0.00000249639,0.0001649994,0.000001150803,0.0002965965],"genre_scores_gemma":[0.9995041,0.00009078508,0.00006312689,0.000005440107,0.000003622579,0.000006026613,0.0001951358,0.000001358734,0.000130406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02316829,"threshold_uncertainty_score":0.04606688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335019304420567,"score_gpt":0.2725297157248616,"score_spread":0.2591795226806559,"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."}}