{"id":"W4404797293","doi":"10.1016/j.jenvman.2024.123279","title":"Adoption determinants and policy tools for residential green stormwater infrastructure: A review synthesizing differences and commonalities among lot-level practices","year":2024,"lang":"en","type":"review","venue":"Journal of Environmental Management","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Environment and Climate Change Canada","keywords":"Stormwater; Green infrastructure; Stormwater management; Environmental planning; Business; Environmental resource management; Engineering; Environmental science; Surface runoff","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01185338,0.0011096,0.002040467,0.01132479,0.0007973816,0.00509287,0.001548695,0.001551818,0.002456641],"category_scores_gemma":[0.04918334,0.0008910928,0.003868411,0.01459243,0.001748753,0.004856514,0.001724879,0.001809816,0.000296192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005439933,"about_ca_system_score_gemma":0.01625914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01694451,"about_ca_topic_score_gemma":0.0214421,"domain_scores_codex":[0.9932507,0.002218119,0.001733804,0.001020022,0.001530145,0.0002472439],"domain_scores_gemma":[0.9335491,0.05671148,0.005006888,0.0009458838,0.00347709,0.0003095893],"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":[0.0001360999,0.0001717651,0.01536269,0.3744776,0.001906045,0.0002476475,0.009095168,0.0009528504,0.0004737017,0.02071577,0.004622622,0.571838],"study_design_scores_gemma":[0.00004208933,0.0002630252,0.0497201,0.6501739,0.009317365,0.0007570306,0.01295882,0.001020671,0.001150931,0.007228326,0.2671954,0.0001723404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007173641,0.9873169,0.001514759,0.001263013,0.0001424707,0.0001453573,0.0002911485,0.00001888027,0.002133832],"genre_scores_gemma":[0.04607141,0.950377,0.002269887,0.0004782672,0.00006338691,0.0002624971,0.0002316712,0.00001575365,0.0002300378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01694451,"threshold_uncertainty_score":0.0626874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07638306074518514,"score_gpt":0.3224296284731756,"score_spread":0.2460465677279905,"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."}}