{"id":"W2468679115","doi":"10.3390/socsci5030028","title":"Converging Urban Agendas: Toward Healthy and Sustainable Communities","year":2016,"lang":"en","type":"article","venue":"Social Sciences","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Environmental planning; Environmental health; Psychology; Geography; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001442631,0.00008561197,0.0001407001,0.00005217651,0.004154268,0.0001525418,0.0004400779,0.00007689387,0.0002842908],"category_scores_gemma":[0.00007314784,0.00006054246,0.0000560446,0.0004568404,0.003390011,0.0007622191,0.0000965756,0.00007050822,0.000005223073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296558,"about_ca_system_score_gemma":0.0004930966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01567767,"about_ca_topic_score_gemma":0.00609555,"domain_scores_codex":[0.9983876,0.0002283341,0.0001511095,0.0001927835,0.0004097586,0.0006303661],"domain_scores_gemma":[0.9995615,0.0001035129,0.0000817886,0.00007411394,0.00007847229,0.0001006363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000728545,0.00002153732,0.838302,0.00002243149,0.000003227721,0.000001301358,0.05032227,2.540873e-8,0.00002750936,0.1072893,0.001115713,0.002887399],"study_design_scores_gemma":[0.0005846499,0.0000839154,0.5801679,0.00005664325,0.00001550601,1.972037e-7,0.2485292,0.000002336841,0.0001336132,0.05936055,0.11065,0.0004154507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947149,0.0002226493,0.00004248904,0.009322749,0.0002863518,0.0001528611,0.000006336428,0.00008528154,0.04273229],"genre_scores_gemma":[0.9953359,0.00004987326,0.00004295152,0.0004005866,0.0002332057,0.000005831067,3.202608e-7,0.000003788687,0.003927513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.258134,"threshold_uncertainty_score":0.9993222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06255288122840477,"score_gpt":0.351084753152583,"score_spread":0.2885318719241782,"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."}}