{"id":"W1500832267","doi":"10.5772/33001","title":"The Environmental and Population Health Benefits of Active Transport: A Review","year":2012,"lang":"en","type":"review","venue":"InTech eBooks","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Environmental planning; Geography; Environmental health; Business; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009329032,0.0001787869,0.0007869713,0.00003041168,0.000330717,0.000009644515,0.0002492211,0.0001434083,0.0000455032],"category_scores_gemma":[0.000009760372,0.0001157289,0.0002391096,0.00004366273,0.0003159642,0.00006822336,0.00001422802,0.0002440847,0.000003708839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298749,"about_ca_system_score_gemma":0.0001591102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467594,"about_ca_topic_score_gemma":0.003001974,"domain_scores_codex":[0.9984775,0.0002058061,0.0005836121,0.0002098256,0.0002740087,0.0002493031],"domain_scores_gemma":[0.9990326,0.000107497,0.0005313712,0.0002148358,0.00001112387,0.0001026448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001569411,0.00001190489,0.0004207068,0.005504369,0.00002136071,1.044498e-7,0.0006271939,2.260202e-10,8.940559e-8,0.0001786359,0.000003403099,0.9932306],"study_design_scores_gemma":[0.00002743494,0.00001536684,0.002942669,0.01221233,0.0002864808,5.128595e-7,0.00006930529,3.003924e-9,0.000002103796,0.0001265453,0.9841982,0.0001191042],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001820447,0.9972141,0.000003594627,0.00006351416,0.00009500795,0.001229225,0.00009331189,0.00001929181,0.001099871],"genre_scores_gemma":[0.01647802,0.9829038,0.0000107678,0.0000469868,0.00008566484,0.00005968749,0.00005498377,0.00001381651,0.0003462627],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9931116,"threshold_uncertainty_score":0.4719287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06529487152241545,"score_gpt":0.3567815811908807,"score_spread":0.2914867096684652,"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."}}