{"id":"W1973850870","doi":"10.1068/b34054","title":"Local Environmental Impacts of Alternative Forms of Residential Development","year":2009,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Urbanism; New Urbanism; Vegetation (pathology); Environmental planning; Geography; Work (physics); Urban planning; Environmental resource management; Environmental science; Civil engineering; Engineering; Architecture","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005401763,0.0001816111,0.0001953215,0.0007322378,0.0008429274,0.001635133,0.0004080721,0.0002113311,0.003354022],"category_scores_gemma":[0.0010869,0.00008436354,0.0002904263,0.001217218,0.001764256,0.0005848818,0.001768524,0.0002588288,0.0001100084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006175207,"about_ca_system_score_gemma":0.00120003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1655666,"about_ca_topic_score_gemma":0.6799565,"domain_scores_codex":[0.9989766,0.0004094112,0.00002831302,0.00008289969,0.0002251705,0.0002776025],"domain_scores_gemma":[0.9991241,0.000173785,0.0001518075,0.00009646556,0.0002439409,0.0002098633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001071426,0.0003405629,0.8354695,0.0003942015,0.0003326218,0.001745934,0.007508272,0.01837674,0.005618895,0.02963527,0.002016671,0.09749001],"study_design_scores_gemma":[0.00001367906,0.0002405224,0.9694352,0.00005897988,0.0000563909,0.0002284289,0.01721474,0.001585721,0.0004158076,0.002260739,0.008465754,0.00002402584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801065,0.0004012614,0.0002803929,0.0002235302,0.000006835289,0.00001350208,0.0002206238,0.000006145307,0.01874116],"genre_scores_gemma":[0.9988922,0.0001537812,0.0001477832,0.00001087818,0.000001968175,0.000003072555,0.00005405794,0.000001506169,0.0007346987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655666,"threshold_uncertainty_score":0.3292058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423703920939289,"score_gpt":0.245842837312941,"score_spread":0.2216057981035482,"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."}}