{"id":"W1601117465","doi":"10.1002/sat.1021","title":"A mathematical theory of de‐integrating long‐time integrated rainfall statistics. Part II: from 1 day to 1 minute","year":2013,"lang":"en","type":"article","venue":"International Journal of Satellite Communications and Networking","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rain rate; Statistics; Meteorology; Environmental science; Disjoint sets; Hydrology (agriculture); Computer science; Mathematics; Geography; Geology","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":[0.004382605,0.001098911,0.0007807483,0.00170085,0.0005224165,0.001735506,0.001760472,0.0008237927,0.003298921],"category_scores_gemma":[0.01218566,0.0007656858,0.001907272,0.001282916,0.00235583,0.003519588,0.001245634,0.003175101,0.0009187926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002181971,"about_ca_system_score_gemma":0.001021733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003006026,"about_ca_topic_score_gemma":0.00148489,"domain_scores_codex":[0.9983266,0.0004107947,0.0001235412,0.0003440794,0.0006733362,0.0001216451],"domain_scores_gemma":[0.9916196,0.005633116,0.0006657268,0.0007391507,0.001195999,0.0001463359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002942233,0.00002728498,0.0008849576,0.0001300467,0.00008262422,0.0001358052,0.0001479725,0.2265032,0.002493198,0.7306823,0.003279303,0.03560391],"study_design_scores_gemma":[0.00000627661,0.00003743915,0.0006843794,0.00003515359,0.00002516635,0.0001262126,0.00001776458,0.706426,0.00103621,0.2850238,0.006547618,0.00003389876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002044098,0.0004844207,0.9946833,0.0002371547,0.0001174157,0.00001661813,0.00006551365,0.0001385923,0.002212875],"genre_scores_gemma":[0.4555157,0.004065505,0.5164215,0.001306805,0.001960034,0.0006777283,0.0006961172,0.0007026482,0.01865386],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004382605,"threshold_uncertainty_score":0.02317774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03504565328774441,"score_gpt":0.2559823383414607,"score_spread":0.2209366850537163,"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."}}