{"id":"W7084125435","doi":"10.64628/aam.hmxtg3kdu","title":"Urban floods: We can pay now or later","year":2018,"lang":"en","type":"article","venue":"","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"","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":[0.00257249,0.0005704878,0.0008510469,0.001150765,0.004184471,0.009515589,0.001029378,0.007908017,0.08870291],"category_scores_gemma":[0.01602684,0.0003052389,0.0007364447,0.001446089,0.003937299,0.00971009,0.004679403,0.01056047,0.01297585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002430936,"about_ca_system_score_gemma":0.006905208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442058,"about_ca_topic_score_gemma":0.02530483,"domain_scores_codex":[0.9976656,0.0006526015,0.0001360057,0.0001585132,0.0005384817,0.0008487066],"domain_scores_gemma":[0.9931699,0.0009038296,0.0005385602,0.0003039493,0.001069052,0.004014596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001606187,0.0001886258,0.009921458,0.000123647,0.0000576633,0.0002652744,0.0009051851,0.0001100759,0.0001662085,0.02223544,0.8636498,0.1022159],"study_design_scores_gemma":[0.0001140836,0.0001438023,0.03018733,0.001061357,0.00008209689,0.0007151839,0.01560319,0.0002274826,0.0001457846,0.0792657,0.8723034,0.0001505805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0063103,0.01253972,0.0005043776,0.9157455,0.02325763,0.00002023887,0.0004267023,0.0001087248,0.04108689],"genre_scores_gemma":[0.2604745,0.04077319,0.001745038,0.5099095,0.0599678,0.0001513897,0.001411363,0.0003156168,0.1252516],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08870291,"threshold_uncertainty_score":0.2967408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135413354761978,"score_gpt":0.252425124142915,"score_spread":0.2388837886667172,"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."}}