{"id":"W2463689937","doi":"10.5539/esr.v5n2p132","title":"Climatology of Heavy Orographic Rainfall Induced by Tropical Cyclones over Madagascar: From Synoptic to Mesoscale Perspectives","year":2016,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Climate variability and models","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Orographic lift; Orography; Climatology; Mesoscale meteorology; Intertropical Convergence Zone; Tropical cyclogenesis; Madden–Julian oscillation; Cyclogenesis; Cyclone (programming language); African easterly jet; Tropical wave; Tropical cyclone; Mesoscale convective system; Extratropical cyclone; Environmental science; Geology; Precipitation; Geography; Convection; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001930122,0.0001384483,0.0002570935,0.0002412119,0.0003315987,0.00006089118,0.0009032412,0.0001032495,0.00252705],"category_scores_gemma":[0.0008335336,0.00009522487,0.00007297091,0.001624592,0.003467695,0.0004628985,0.0008290973,0.0002330722,0.000407084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464297,"about_ca_system_score_gemma":0.0001034716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665869,"about_ca_topic_score_gemma":0.0006022531,"domain_scores_codex":[0.9960535,0.0002800035,0.0002885514,0.0008814583,0.001523888,0.0009726082],"domain_scores_gemma":[0.9981408,0.0006366173,0.00004413729,0.0006476722,0.00008294349,0.0004478299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008238446,0.0002210354,0.129518,0.000004505597,0.00000557575,0.000002870653,0.001407038,0.00001251827,0.8647916,0.001456255,0.0003786433,0.002119517],"study_design_scores_gemma":[0.0008863968,0.0008591034,0.9011105,0.00007368054,0.000007650778,0.000006597571,0.001408166,0.0007997312,0.0862495,0.00537098,0.002848711,0.0003789829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933206,0.00004537069,0.0003037921,0.003691972,0.00006467201,0.0003634033,0.00003829056,0.00002842156,0.002143466],"genre_scores_gemma":[0.9982459,0.00007256856,0.001344079,0.00005462228,0.00002187089,0.00002803043,8.416598e-7,0.00000969001,0.0002224303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7785422,"threshold_uncertainty_score":0.9992443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04158341104232063,"score_gpt":0.3435207788716342,"score_spread":0.3019373678293136,"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."}}