{"id":"W4295394791","doi":"10.1016/j.jtrangeo.2022.103441","title":"The effect of location on physical activity: Implications for active travel","year":2022,"lang":"en","type":"article","venue":"Journal of Transport Geography","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Purdue University","keywords":"Rurality; Built environment; Geography; Physical activity; Structural equation modeling; Transport engineering; Rural area; Geographic information system; Travel behavior; Regional science; Economic geography; Business; Statistics; Civil engineering; Engineering; Mathematics; Cartography; Medicine","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":[0.001614434,0.0003970235,0.0007141417,0.0008478675,0.000824903,0.002456068,0.001297806,0.001573546,0.01726525],"category_scores_gemma":[0.01874732,0.0003276468,0.001743287,0.001662714,0.001370906,0.001929046,0.001559395,0.001165522,0.0008464612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007871328,"about_ca_system_score_gemma":0.0009641658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02493734,"about_ca_topic_score_gemma":0.02557103,"domain_scores_codex":[0.9978162,0.001369494,0.00008592151,0.0002923178,0.0001561583,0.0002798922],"domain_scores_gemma":[0.967229,0.02486777,0.002261118,0.001543887,0.001550017,0.002548267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002456148,0.0008259289,0.9731549,0.0001646163,0.0006437011,0.0006068086,0.0009857144,0.001474199,0.001328591,0.003015182,0.0006674908,0.01467673],"study_design_scores_gemma":[0.00003581799,0.000441058,0.994089,0.00004435778,0.000392765,0.0001733975,0.001553583,0.001019182,0.0001864567,0.001434477,0.0006114065,0.00001858982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853612,0.002123373,0.001105224,0.002134074,0.00009893025,0.00002051851,0.0007210345,0.00001272385,0.008423037],"genre_scores_gemma":[0.9979802,0.0004382172,0.0002812411,0.00007874737,0.00005311126,0.00001003963,0.00008924089,0.000009297332,0.001060054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02493734,"threshold_uncertainty_score":0.05775803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505349578645544,"score_gpt":0.3146841604774259,"score_spread":0.2996306646909705,"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."}}