{"id":"W4362509077","doi":"10.5194/egusphere-2023-65-rc1","title":"Comment on egusphere-2023-65","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Environment and Climate Change Canada","funders":"European Commission; National Science Foundation","keywords":"Predictability; Environmental science; Atmospheric sciences; Atmospheric research; Mathematics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842832,0.0008915038,0.0009142029,0.001130056,0.002068278,0.00401935,0.001890926,0.01732179,0.263619],"category_scores_gemma":[0.00866809,0.0003945784,0.001640963,0.001479642,0.0009617712,0.002495514,0.001742288,0.009011338,0.1609548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002743933,"about_ca_system_score_gemma":0.003180323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03706899,"about_ca_topic_score_gemma":0.04392389,"domain_scores_codex":[0.9987006,0.00009908831,0.0001066413,0.0001341135,0.0006771276,0.0002822763],"domain_scores_gemma":[0.9965097,0.0007291708,0.0001807546,0.0003089379,0.001759264,0.0005121749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002739892,0.000008502778,0.00008380496,0.00003683231,0.000001861334,0.0000435919,0.000005569036,0.00001052705,0.00005620023,0.000400634,0.9967465,0.002578574],"study_design_scores_gemma":[0.00002882223,0.00001032211,0.0008752769,0.00007479126,0.000003310122,0.00001612501,0.00003046517,0.00003551682,0.0001139845,0.0004786382,0.9983203,0.0000123331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001113849,0.001868157,0.0007656387,0.3459371,0.3303953,0.0006934753,0.03228918,0.004003418,0.2829339],"genre_scores_gemma":[0.005553764,0.001100126,0.0005981265,0.4643316,0.04459704,0.0005521671,0.008460757,0.001323463,0.473483],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.263619,"threshold_uncertainty_score":0.8818934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876817624622519,"score_gpt":0.2538249983678977,"score_spread":0.2350568221216725,"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."}}