{"id":"W2315475544","doi":"10.1061/41099(367)53","title":"LID Education and Installation in Mixed Income and Ethnically Diverse Areas of Milwaukee, Wisconsin","year":2010,"lang":"en","type":"article","venue":"","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"American Water (Canada)","funders":"","keywords":"Bioretention; Landscaping; Stormwater; Environmental planning; Environmental science; Yard; Business; Engineering; Civil engineering; Surface runoff; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006378405,0.000187102,0.00008806469,0.0005164222,0.002725248,0.0009878781,0.0004834764,0.0002312933,0.0056461],"category_scores_gemma":[0.0009009289,0.0001901613,0.0001200117,0.000582113,0.0004885978,0.0005371612,0.001361132,0.0002400851,0.0005159751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002484352,"about_ca_system_score_gemma":0.002692084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.088332,"about_ca_topic_score_gemma":0.4218304,"domain_scores_codex":[0.9996235,0.0001179125,0.00001746497,0.00006454041,0.00005623568,0.0001201996],"domain_scores_gemma":[0.9996449,0.00004267018,0.00004843638,0.00002736334,0.00006588548,0.0001707734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003968274,0.002683442,0.6699836,0.0002275381,0.00004587061,0.003058926,0.03343131,0.001104318,0.0189386,0.002152684,0.008705045,0.2592718],"study_design_scores_gemma":[0.0000306444,0.001092636,0.8288862,0.0001261036,0.00004766202,0.0007603388,0.1015065,0.001403546,0.005006602,0.0004342998,0.06066898,0.00003640935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928669,0.00006776305,0.0004571342,0.0001534928,0.000005482605,0.00007701102,0.0001027573,0.00004076007,0.006228926],"genre_scores_gemma":[0.9894441,0.0002097839,0.002543345,0.0001261652,0.000003733342,0.00008616095,0.0001624184,0.000009528169,0.0074147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.088332,"threshold_uncertainty_score":0.1756357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008669275389421848,"score_gpt":0.2261571125277405,"score_spread":0.2174878371383186,"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."}}