{"id":"W4316926699","doi":"10.5194/egusphere-2022-996-ac3","title":"Reply on EC1","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Covariance; Computer science; Uncorrelated; Underdetermined system; Statistics; Mathematics; Algorithm","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":[0.005182954,0.0008165661,0.001007515,0.0009275228,0.004077036,0.005038124,0.003369998,0.04389954,0.04912187],"category_scores_gemma":[0.03684378,0.000660052,0.001156629,0.001032639,0.002765731,0.005711283,0.003032661,0.03029815,0.03484653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004864277,"about_ca_system_score_gemma":0.006334223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0155516,"about_ca_topic_score_gemma":0.01754607,"domain_scores_codex":[0.9963751,0.0006579261,0.0004101114,0.0007154557,0.00130489,0.0005364624],"domain_scores_gemma":[0.987353,0.005454433,0.0005066323,0.0007192175,0.004637836,0.001329035],"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":[0.00001299762,0.000003582814,0.00006335729,0.00001936659,0.000002423315,0.00005752766,0.00002331131,0.000009019184,0.00004121676,0.001306565,0.9966316,0.001829135],"study_design_scores_gemma":[0.00001359766,0.000007655747,0.0004469783,0.00006832793,0.00000434883,0.00005770483,0.0001042731,0.00004792629,0.0001136696,0.001493828,0.9976209,0.00002076995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001921295,0.0009644629,0.0001720168,0.9486362,0.04127004,0.00003713286,0.0003210774,0.00009422901,0.008312701],"genre_scores_gemma":[0.001627809,0.0004032818,0.0001553641,0.9591692,0.01257353,0.00007428882,0.00008986933,0.00007163292,0.02583502],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04912187,"threshold_uncertainty_score":0.1643291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08998791730308704,"score_gpt":0.2993721673652346,"score_spread":0.2093842500621476,"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."}}