{"id":"W2784208232","doi":"10.1016/j.jth.2017.11.126","title":"Leveraging Transit Investments to Enhance Walkability and Bikeability Along the Green Line in Calgary ( breakout presentation )","year":2017,"lang":"en","type":"article","venue":"Journal of Transport & Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Walkability; Built environment; Redevelopment; Neighbourhood (mathematics); Context (archaeology); Environmental planning; Business; Green infrastructure; Transport engineering; Geography; Civil engineering; Engineering","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":[0.00096884,0.0003927024,0.0002832937,0.0003843342,0.001313217,0.002059879,0.0009435815,0.001211148,0.005217536],"category_scores_gemma":[0.001812558,0.0002109086,0.0003433277,0.0007409239,0.0005127296,0.0007987478,0.00167889,0.001994493,0.0004181606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00778525,"about_ca_system_score_gemma":0.01209492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5010031,"about_ca_topic_score_gemma":0.8210431,"domain_scores_codex":[0.9994988,0.00007242474,0.000008845323,0.00005605374,0.00006069786,0.0003032313],"domain_scores_gemma":[0.9990485,0.0001114661,0.00006470173,0.00002512509,0.0002534584,0.0004967702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002060715,0.006141151,0.2872084,0.0007012481,0.0004692215,0.002477483,0.01282223,0.01399632,0.009094629,0.007511093,0.1731889,0.4843287],"study_design_scores_gemma":[0.0003146677,0.001833148,0.9160194,0.0003773702,0.0003431427,0.00004914754,0.02317134,0.004935537,0.002640395,0.001510951,0.04873247,0.00007237771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547206,0.0007584691,0.0007776325,0.02322619,0.0004782916,0.0002396745,0.0006675503,0.0001065203,0.01902517],"genre_scores_gemma":[0.9749908,0.001361936,0.001644621,0.002995495,0.000147068,0.0001099862,0.0003828241,0.00003516322,0.01833221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4989969,"threshold_uncertainty_score":0.9961739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04316615732760517,"score_gpt":0.3823072620411139,"score_spread":0.3391411047135087,"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."}}