{"id":"W4213336089","doi":"10.3390/rs14040928","title":"Can GPM IMERG Capture Extreme Precipitation in North China Plain?","year":2022,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Global Precipitation Measurement; Environmental science; Precipitation; Climatology; Meteorology; Satellite; Geology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000401729,0.0001141392,0.0001470346,0.0002252594,0.0003133725,0.00003995734,0.0001021088,0.00002524871,0.0005374571],"category_scores_gemma":[0.00005489046,0.0001148365,0.00006155318,0.0007127766,0.00001832829,0.0001102671,0.00001250798,0.0002247521,0.00002245248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002979425,"about_ca_system_score_gemma":0.00005070482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008376467,"about_ca_topic_score_gemma":0.08858234,"domain_scores_codex":[0.9986036,0.0002382531,0.0002206725,0.0002510995,0.0004391066,0.0002473155],"domain_scores_gemma":[0.999616,0.00005139686,0.00009737948,0.0001393208,0.00002802886,0.0000679273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006543168,0.00001503465,0.2253683,0.00001736443,0.00004892176,0.00009192337,0.008969842,0.2731251,0.0007096143,0.00000605814,0.0004002122,0.4911821],"study_design_scores_gemma":[0.0002532568,0.00003025487,0.4695547,0.00001033303,0.0000222689,0.00001168465,0.001001151,0.5277658,0.00003025186,0.0003927031,0.0007400538,0.0001875538],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941375,0.0002917569,0.0004472679,0.0007746714,0.0002504036,0.0001196738,0.00002658846,0.00004014682,0.003912005],"genre_scores_gemma":[0.9972628,0.00001425033,0.001835355,0.0001819879,0.00006890915,1.128198e-8,0.0003350954,0.000004521134,0.0002970267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4909946,"threshold_uncertainty_score":0.9982268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239873336783546,"score_gpt":0.2088155545295356,"score_spread":0.184828220851181,"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."}}