{"id":"W7008078913","doi":"","title":"Assimilation of satellite based rainfall estimates with the Canadian Precipitation Analysis","year":2014,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Satellite; Precipitation; Data assimilation; Estimation; Defense Meteorological Satellite Program; Climate model; Geostationary Operational Environmental Satellite","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":[0.0003638954,0.0004327961,0.0002800937,0.001213087,0.0008637263,0.0009668169,0.0006102808,0.0001945275,0.001738941],"category_scores_gemma":[0.001488051,0.0002796889,0.0004162033,0.00297951,0.0001580983,0.000246848,0.0004406288,0.0005411991,0.0004447558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007568978,"about_ca_system_score_gemma":0.01532795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9723884,"about_ca_topic_score_gemma":0.9770593,"domain_scores_codex":[0.9996098,0.00001915416,0.000010882,0.00006669373,0.0002452808,0.00004835115],"domain_scores_gemma":[0.9992513,0.0000244136,0.00002451719,0.00003925701,0.0006283174,0.00003205626],"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":[0.000254669,0.0001333124,0.1089708,0.0001854163,0.0003653488,0.0001344259,0.00046595,0.484437,0.01544852,0.005681776,0.052043,0.3318798],"study_design_scores_gemma":[0.0001098135,0.00004540852,0.3032316,0.00005852368,0.0001520987,0.00004471612,0.0003645608,0.6057436,0.01182451,0.001733045,0.07652148,0.0001706584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.725198,0.001467095,0.09193705,0.00127307,0.0005467043,0.0005832224,0.08541021,0.004448199,0.08913635],"genre_scores_gemma":[0.8854536,0.0009717596,0.07144222,0.00008530277,0.00004935171,0.0001331069,0.02912562,0.0002602368,0.01247872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02761161,"threshold_uncertainty_score":0.05554837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161600672151699,"score_gpt":0.2155087371666503,"score_spread":0.2038927304451333,"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."}}