{"id":"W7096768581","doi":"","title":"Density, destinations or both? A comparison of measures of walkability in relation to transportation behaviors, obesity and diabetes in","year":2016,"lang":"en","type":"article","venue":"","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Walkability; Destinations; Built environment; Public transport; Poison control; Obesity; Public health; Human factors and ergonomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00112134,0.0002747812,0.0003360306,0.0008924748,0.0002093072,0.0007984172,0.0004256317,0.0003413809,0.001399121],"category_scores_gemma":[0.006084439,0.0001806617,0.0006650346,0.001596843,0.0005453465,0.0006802453,0.0006807817,0.0003784779,0.0001212052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00071594,"about_ca_system_score_gemma":0.0007075321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07950474,"about_ca_topic_score_gemma":0.1122231,"domain_scores_codex":[0.9992619,0.0003133538,0.00006929582,0.0001076816,0.0001598425,0.00008784651],"domain_scores_gemma":[0.9976216,0.0008070641,0.0008733511,0.0001748407,0.0002164761,0.0003066216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003008819,0.00004130493,0.9916387,0.00004896231,0.0003246859,0.00002644219,0.0002326905,0.0001963512,0.00009176449,0.0002213452,0.0001747945,0.006702056],"study_design_scores_gemma":[0.000007560292,0.0001036009,0.9984629,0.00002884702,0.0001210578,0.00004654863,0.0004393282,0.0002748824,0.00003967196,0.0001477381,0.0003199642,0.000007877318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951807,0.001685578,0.0005158292,0.0002388512,0.00002297604,0.00001668132,0.0008673363,0.000006493769,0.001465483],"genre_scores_gemma":[0.9990764,0.0002262717,0.0001837554,0.00002129555,0.000009335876,0.00001005234,0.000251225,0.000001668054,0.0002201048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07950474,"threshold_uncertainty_score":0.1580839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04949783902826436,"score_gpt":0.3345681369915041,"score_spread":0.2850702979632397,"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."}}