{"id":"W2008921004","doi":"10.1061/41099(367)140","title":"LID in a Canadian Residential Brownfield Re-Development","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":"Government of New Brunswick; BP (Canada)","funders":"","keywords":"Rainwater harvesting; Environmental science; Brownfield; Stormwater; Low-impact development; Stormwater management; Clogging; Infiltration (HVAC); Water resource management; Irrigation; Hydrology (agriculture); Surface runoff; Environmental engineering; Civil engineering; Engineering; Geography; Meteorology; Redevelopment; Geotechnical engineering","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":[0.001117005,0.0003177747,0.0001747988,0.0008809357,0.002059155,0.00102227,0.001336148,0.000433874,0.01110363],"category_scores_gemma":[0.0008900885,0.0003567932,0.0003326243,0.0008014534,0.0006820708,0.0003762132,0.0008911921,0.0005266031,0.001465422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01838036,"about_ca_system_score_gemma":0.02173636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8031789,"about_ca_topic_score_gemma":0.9398272,"domain_scores_codex":[0.9991366,0.00007544942,0.00001545979,0.0001052308,0.0004282384,0.0002390471],"domain_scores_gemma":[0.9993464,0.0000512845,0.00002001821,0.00006318806,0.0003585369,0.0001605187],"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":[0.001817117,0.00218784,0.07785204,0.0006095883,0.00005377216,0.008004406,0.005036477,0.07911792,0.0881353,0.02835277,0.1344472,0.5743856],"study_design_scores_gemma":[0.0003780259,0.002178843,0.1102075,0.000164207,0.00008423017,0.001466504,0.006580022,0.07807392,0.06293485,0.001891267,0.7358138,0.000226796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7918401,0.0004375338,0.02387423,0.001205277,0.0001269064,0.001257372,0.00395407,0.003543672,0.1737608],"genre_scores_gemma":[0.7323699,0.0003428467,0.04960877,0.0003663903,0.000009273365,0.0002751731,0.003010351,0.0003921727,0.2136251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1968211,"threshold_uncertainty_score":0.3959604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008119423949952357,"score_gpt":0.2011470947346943,"score_spread":0.193027670784742,"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."}}