{"id":"W2789294993","doi":"10.14745/ccdr.v42i10a06","title":"Built environment and health","year":2016,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005494585,0.0002601281,0.0003223603,0.0008608362,0.001612488,0.003943996,0.0003926576,0.001555863,0.025721],"category_scores_gemma":[0.001516549,0.00009828892,0.0002547641,0.0009534191,0.003045685,0.001004027,0.003347398,0.001188346,0.001775252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890548,"about_ca_system_score_gemma":0.002458812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02632333,"about_ca_topic_score_gemma":0.04306707,"domain_scores_codex":[0.9991735,0.0003223889,0.00002568724,0.00007561521,0.000181342,0.0002214639],"domain_scores_gemma":[0.9993619,0.0001023471,0.00006921261,0.000047308,0.00009020743,0.0003289735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007804882,0.0003974639,0.07324006,0.0007282979,0.0001897584,0.0005419569,0.004369166,0.00108029,0.0004687299,0.3723219,0.1803126,0.3662717],"study_design_scores_gemma":[0.00001438126,0.0001785779,0.09929726,0.001326139,0.0000468674,0.000666448,0.005029215,0.0001858155,0.0001325805,0.07536244,0.8177103,0.00004999296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08494905,0.1348277,0.002786567,0.1716845,0.004222209,0.0001247786,0.003443914,0.0002551807,0.5977061],"genre_scores_gemma":[0.8628222,0.06619807,0.001844114,0.02135789,0.001817952,0.00008654525,0.001152089,0.00003878709,0.04468241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9736767,"threshold_uncertainty_score":0.08604538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03771319305946735,"score_gpt":0.3018629035227121,"score_spread":0.2641497104632447,"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."}}