{"id":"W6939748698","doi":"10.6084/m9.figshare.14533863","title":"Urban policy adaptation toward managing increasing pluvial flooding events under climate change","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pluvial; Climate change; Flooding (psychology); Stormwater management; Stormwater; Urban climate; Climate change adaptation; Urban planning; Urban policy","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":[0.002975631,0.0004501036,0.0001796232,0.00111753,0.002133993,0.00483314,0.001655707,0.00167101,0.006301658],"category_scores_gemma":[0.004195631,0.0001610217,0.000324118,0.001956782,0.0023516,0.001505771,0.004368401,0.001597663,0.0007169241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005589442,"about_ca_system_score_gemma":0.01482645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03140675,"about_ca_topic_score_gemma":0.08611882,"domain_scores_codex":[0.9978344,0.001068639,0.00006173081,0.0001718833,0.0003836488,0.0004796909],"domain_scores_gemma":[0.9983701,0.0003959452,0.0002137313,0.0001732867,0.0005167054,0.0003301262],"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":[0.0001305835,0.0007422636,0.02508457,0.001233302,0.0001503441,0.0008418066,0.01609924,0.08449832,0.007087127,0.3406117,0.08605185,0.4374689],"study_design_scores_gemma":[0.00007707749,0.0002221027,0.02847254,0.001092203,0.0001307623,0.0002326982,0.04537599,0.04110064,0.006891796,0.1642474,0.7120562,0.0001006977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2297641,0.00238901,0.1184574,0.1198649,0.0006161322,0.0008620786,0.0005479606,0.001467519,0.526031],"genre_scores_gemma":[0.9191892,0.003374826,0.05072566,0.004720494,0.0001181611,0.0003396904,0.0003171878,0.0001467943,0.0210681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03140675,"threshold_uncertainty_score":0.06244791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09032964551817799,"score_gpt":0.2682488140168428,"score_spread":0.1779191684986648,"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."}}