{"id":"W4214721910","doi":"10.21203/rs.3.rs-1393181/v1","title":"Evaluation of the convection-permitting regional climate model CNRM-AROME41t1 over northwestern Europe","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"Agence Nationale de la Recherche","keywords":"Climate model; Environmental science; Climate change; Convection; Geography; Climatology; Geology; Meteorology; Oceanography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008189372,0.0001679984,0.0002394164,0.0002002316,0.0007958994,0.00008693343,0.000665977,0.0001289773,0.008093384],"category_scores_gemma":[0.0006475267,0.0001153415,0.000172265,0.0005988755,0.0002075762,0.0001002357,0.0004724484,0.001259377,0.00004964877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004994896,"about_ca_system_score_gemma":0.0006821725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145675,"about_ca_topic_score_gemma":0.001292774,"domain_scores_codex":[0.9922294,0.002744648,0.000424418,0.0005167359,0.003619869,0.0004649484],"domain_scores_gemma":[0.9972728,0.0007460211,0.0002127423,0.0006497835,0.001002073,0.0001166155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003260193,0.00002829482,0.2160016,0.00008405417,0.00002458167,0.000001081382,0.0003342648,0.7795664,0.000009757658,0.0001664108,0.0001012784,0.003649696],"study_design_scores_gemma":[0.000142795,0.00005280675,0.4267628,0.00003548259,0.00002647874,7.225808e-7,0.0001054537,0.566433,0.000001392484,0.00602251,0.0003349339,0.00008164167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810134,0.0005641686,0.00003884649,0.0002908111,0.00031027,0.0009945272,0.0005563222,0.00002773177,0.01620396],"genre_scores_gemma":[0.9987033,0.0001643344,0.00007376142,0.00006708869,0.0001296575,0.00003073664,0.0004901949,0.000008232342,0.0003326835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2131335,"threshold_uncertainty_score":0.9928133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2233689573574908,"score_gpt":0.395931058606958,"score_spread":0.1725621012494672,"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."}}