{"id":"W4383554923","doi":"10.9734/ijecc/2023/v13i92275","title":"Assessment of Diurnal Variability and Region-Specific Connection across Intensity, Depth & Duration of Rainfall","year":2023,"lang":"en","type":"article","venue":"International Journal of Environment and Climate Change","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storm; Environmental science; Duration (music); Period (music); Climatology; Quarter (Canadian coin); Intensity (physics); Arid; Interval (graph theory); Physical geography; Hydrology (agriculture); Meteorology; Geography; Geology; Mathematics","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":[0.000190981,0.0001102174,0.0001362353,0.0007071954,0.00009796993,0.0002955578,0.0001221239,0.0001430426,0.000777668],"category_scores_gemma":[0.0005761503,0.00005769829,0.0001480983,0.0007644359,0.0001145011,0.0001515096,0.0001832455,0.00009694663,0.0001793068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009997397,"about_ca_system_score_gemma":0.00007570503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0027255,"about_ca_topic_score_gemma":0.004864243,"domain_scores_codex":[0.9998913,0.00001450396,0.000009062423,0.00003945298,0.00002036502,0.00002526855],"domain_scores_gemma":[0.9995278,0.0001334998,0.0001823323,0.00004157216,0.00007783891,0.00003707706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001419418,0.00003425991,0.9431849,0.00008075337,0.000082614,0.0002134376,0.0007127439,0.003038863,0.02221013,0.0002020848,0.0004186101,0.02967971],"study_design_scores_gemma":[4.882201e-7,0.0000367401,0.9973093,0.000002535186,0.000008713626,0.00009469982,0.0001901022,0.001398655,0.0005431258,0.00002567354,0.0003872536,0.000002699412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970892,0.0001192129,0.000967919,0.00001467585,0.000003069353,0.000006513871,0.0007238625,0.0000337265,0.001041786],"genre_scores_gemma":[0.9987904,0.00004413314,0.0002928896,0.000003647431,0.000004129201,0.000004732224,0.0005845078,0.000003842072,0.0002716594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0027255,"threshold_uncertainty_score":0.005419254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04582833775012937,"score_gpt":0.3059143608205439,"score_spread":0.2600860230704145,"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."}}