{"id":"W6967328655","doi":"10.5167/uzh-151189","title":"Development of a methodology to evaluate probable maximum precipitation (PMP) under changing climate conditions: Application to southern Quebec, Canada","year":2014,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Precipitation; Precipitable water; Climate change; Estimation; Climate model; Maximization","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":[0.001368982,0.0005662695,0.0003184079,0.001951539,0.001050999,0.001067269,0.0009703971,0.0003259619,0.001978102],"category_scores_gemma":[0.003220024,0.0002683183,0.0004263257,0.002092437,0.0002613724,0.000283153,0.0004210401,0.0003052942,0.0002272456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006168825,"about_ca_system_score_gemma":0.009036436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.890097,"about_ca_topic_score_gemma":0.9066913,"domain_scores_codex":[0.9996375,0.00007823312,0.00002595414,0.0000739318,0.000136941,0.00004745422],"domain_scores_gemma":[0.9987642,0.0002636625,0.00009864372,0.0000470573,0.0007663966,0.00006008845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002220328,0.0002980478,0.2067873,0.0002036207,0.0003542106,0.0002560275,0.0005601965,0.4374988,0.01473498,0.004974526,0.005890888,0.3282194],"study_design_scores_gemma":[0.00008474846,0.0001148097,0.1115214,0.00002561612,0.00005307278,0.00007039266,0.0003988089,0.8754948,0.005080824,0.0008786895,0.006221825,0.00005499686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4828463,0.0003915421,0.4895949,0.0003101463,0.00005540508,0.001734853,0.008434091,0.003445694,0.01318707],"genre_scores_gemma":[0.6440818,0.0001723754,0.3493345,0.00004031225,0.00001367625,0.0006043774,0.002246335,0.0001121916,0.003394506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.109903,"threshold_uncertainty_score":0.2211004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640963324820768,"score_gpt":0.2465725926877378,"score_spread":0.2201629594395301,"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."}}