{"id":"W6983571297","doi":"","title":"More Than a Green Roof: An Analysis of Low Impact Development Policies and Practices","year":2022,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Green infrastructure; Meaning (existential); Consistency (knowledge bases); Stormwater management; Climate change; Content analysis; Sustainability; Adaptation (eye)","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":[0.01370467,0.0001742148,0.0003452708,0.006092738,0.005918286,0.007231569,0.001171662,0.0006642722,0.001740199],"category_scores_gemma":[0.03182583,0.0002977886,0.0001925338,0.016313,0.007099133,0.003556083,0.003230273,0.001187295,0.0001649355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03871441,"about_ca_system_score_gemma":0.03759548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2588908,"about_ca_topic_score_gemma":0.3131772,"domain_scores_codex":[0.9891953,0.004793475,0.0009310597,0.0007106566,0.003238542,0.00113077],"domain_scores_gemma":[0.9633244,0.02279834,0.004679457,0.001972984,0.005941384,0.001283438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002495007,0.00004677277,0.04440375,0.0003361516,0.00001063595,0.0003180354,0.8992942,0.0001823483,0.0005002694,0.01517412,0.001833491,0.03787532],"study_design_scores_gemma":[0.000003126104,0.00002342747,0.06798369,0.0005845201,0.00001033015,0.00007032912,0.8630689,0.0002129048,0.0003183243,0.001150795,0.06655686,0.00001673106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9547273,0.001004592,0.001082163,0.003915424,0.00001631185,0.0001937234,0.0005382797,0.00002441298,0.03849782],"genre_scores_gemma":[0.9908116,0.001537632,0.002073906,0.0002529795,0.000007111622,0.0001741492,0.0002909569,0.00004054464,0.00481108],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2588908,"threshold_uncertainty_score":0.5147678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317710684979497,"score_gpt":0.2332744160122842,"score_spread":0.2200973091624892,"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."}}