{"id":"W7033759911","doi":"","title":"Statistical modeling of extreme rainfall processes in British Columbia","year":2017,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Estimation; Statistical model; Extreme value theory; Probability distribution; Climate change; Statistical analysis; Climate model","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001804787,0.0005034607,0.001140441,0.000439227,0.001008986,0.001445107,0.001139147,0.0005923514,0.0006514005],"category_scores_gemma":[0.002788485,0.0008276249,0.0002057475,0.0005352422,0.00007837246,0.002774938,0.0002196174,0.000850727,0.0001816968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877714,"about_ca_system_score_gemma":0.00007256435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1314313,"about_ca_topic_score_gemma":0.6497935,"domain_scores_codex":[0.9955098,0.00009064501,0.001529866,0.001099435,0.001021984,0.0007482552],"domain_scores_gemma":[0.9967965,0.0001378523,0.00143646,0.0007716378,0.0008020942,0.00005545987],"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":[0.0009403073,0.003641832,0.01150095,0.131213,0.001456192,0.001718773,0.00007431647,0.002006443,0.002879233,0.3156171,0.001197173,0.5277547],"study_design_scores_gemma":[0.01015343,0.0001796433,0.03010563,0.02735409,0.0020297,0.00003481123,0.005889841,0.01308694,0.0002999021,0.3835023,0.5184943,0.008869424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7618062,0.0002331101,0.000004028715,0.00001134739,0.001213876,0.001171428,0.0005275802,0.0002015316,0.2348309],"genre_scores_gemma":[0.9816744,0.0001437378,0.0001578951,0.0002162981,0.0002094977,0.0001879613,0.001954075,0.0001728929,0.01528329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5188852,"threshold_uncertainty_score":0.9995915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399461710211869,"score_gpt":0.2506156445983055,"score_spread":0.2106694735771186,"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."}}