{"id":"W2034976730","doi":"10.1289/ehp.113-a456","title":"Paving Paradise: The Peril of Impervious Surfaces","year":2005,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Impervious surface; Quarter (Canadian coin); Paradise; Expansive; Surface runoff; Archaeology; Geography; History; Art history; Ecology","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":[0.0007308251,0.0002726481,0.0001703312,0.000465414,0.002493421,0.006523557,0.0008556108,0.002137162,0.02880037],"category_scores_gemma":[0.001720136,0.0001582282,0.000255743,0.000590606,0.003234015,0.004732062,0.002303186,0.002027721,0.001870307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146846,"about_ca_system_score_gemma":0.001910539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260503,"about_ca_topic_score_gemma":0.06874294,"domain_scores_codex":[0.9994081,0.0001746984,0.000009106514,0.00004961338,0.0002248794,0.0001335537],"domain_scores_gemma":[0.9992236,0.000189309,0.00006709723,0.00008541432,0.0001862863,0.0002483527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001246179,0.0001190551,0.008589257,0.0003068328,0.00001762563,0.0006408504,0.006984465,0.001390479,0.002746538,0.2976612,0.2658948,0.4155245],"study_design_scores_gemma":[0.000004658209,0.00007696296,0.006258062,0.0002233118,0.00001248011,0.0004892929,0.0169291,0.0005930357,0.0007197437,0.04772621,0.9269423,0.00002482795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.162766,0.02558401,0.01833589,0.2867045,0.003978323,0.0000433176,0.0004455908,0.0005610268,0.5015814],"genre_scores_gemma":[0.8246199,0.01510453,0.009466989,0.01191818,0.001280982,0.00002860805,0.0002177801,0.000268054,0.1370949],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02880037,"threshold_uncertainty_score":0.09634686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009070177836667685,"score_gpt":0.2419376417075794,"score_spread":0.2328674638709117,"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."}}