{"id":"W3132052494","doi":"10.5539/esr.v10n1p32","title":"Common Ingredients and Orographic Rain Index (ORI) for Heavy Precipitation Associated with Tropical Cyclones Passing Over the Appalachian Mountains","year":2021,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Orography; Orographic lift; Precipitation; Climatology; Environmental science; Tropical cyclone rainfall forecasting; Tropical cyclone; Atmospheric sciences; Precipitation types; Meteorology; Geology; Cyclone (programming language); Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002347995,0.000355522,0.0002439147,0.001235017,0.0002785391,0.0005158468,0.0001948607,0.0002220358,0.0006636474],"category_scores_gemma":[0.0009495911,0.0001449134,0.0002514202,0.000784635,0.000262803,0.0002207821,0.0003336202,0.0002386839,0.00005767178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631294,"about_ca_system_score_gemma":0.0003164269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009546775,"about_ca_topic_score_gemma":0.01959497,"domain_scores_codex":[0.9999107,0.00001631027,0.00001084536,0.00002010054,0.0000233013,0.00001874472],"domain_scores_gemma":[0.9992421,0.0002721183,0.0002839607,0.00003723326,0.00007442857,0.00009022432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008364777,0.00002993584,0.9852941,0.00001933397,0.00005923866,0.0002750175,0.00006665409,0.009121865,0.002136038,0.0001016916,0.00008103724,0.002731465],"study_design_scores_gemma":[0.000005629377,0.00003692098,0.9676828,0.00000439095,0.00002732021,0.0000909201,0.000109748,0.03151894,0.0003723017,0.0000679529,0.00007268373,0.00001049077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992164,0.00002383215,0.0003203624,0.000009128363,0.000001944353,0.000007600081,0.0001355562,0.00001194518,0.0002731587],"genre_scores_gemma":[0.9994637,0.00002338436,0.0002529985,0.000001895634,0.000003084586,0.000004062031,0.0001887788,0.000001654184,0.0000604229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009546775,"threshold_uncertainty_score":0.01898241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04266884595759118,"score_gpt":0.3279668495062478,"score_spread":0.2852980035486566,"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."}}