{"id":"W1589761090","doi":"10.1007/bf03403838","title":"Examining Aspects of the Built Environment: An Evaluation of a Community Walking Map Project","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Regional Municipality of Ottawa; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Destinations; Psychological intervention; Physical activity; General partnership; Road map; Geography; Built environment; Psychology; Applied psychology; Physical medicine and rehabilitation; Cartography; Medicine; Business; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0153184,0.0009220045,0.0008389158,0.002031301,0.002603024,0.001923462,0.00203994,0.001182305,0.002000493],"category_scores_gemma":[0.02932292,0.0005536136,0.001032791,0.002170516,0.00127799,0.001935154,0.003168772,0.001100831,0.0003667219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003080327,"about_ca_system_score_gemma":0.01171384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03753988,"about_ca_topic_score_gemma":0.08091908,"domain_scores_codex":[0.9896672,0.005811436,0.0005584625,0.0004357194,0.002798639,0.0007285074],"domain_scores_gemma":[0.9795266,0.009394414,0.001457261,0.001652387,0.005219544,0.00274973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01646883,0.1352112,0.2505234,0.003432462,0.000885047,0.001457904,0.06701712,0.009693554,0.007517327,0.002239557,0.005428337,0.5001253],"study_design_scores_gemma":[0.007327445,0.1432005,0.6980172,0.001114496,0.002202405,0.0004862233,0.09076878,0.01564884,0.01028125,0.002444912,0.0280357,0.000472291],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945837,0.00004099282,0.000605034,0.0001342349,0.00001504188,0.001947542,0.000287918,0.00003627453,0.002349301],"genre_scores_gemma":[0.9846356,0.0002750631,0.008791197,0.0000752963,0.0000160264,0.004279499,0.0005662304,0.00002900723,0.001332027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9624601,"threshold_uncertainty_score":0.08101237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2952582481669362,"score_gpt":0.386741397233,"score_spread":0.09148314906606375,"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."}}