{"id":"W4394871200","doi":"10.1088/2752-5295/ad3fdb","title":"Assessment of precipitation and near-surface temperature simulation by CMIP6 models in South America","year":2024,"lang":"en","type":"article","venue":"Environmental Research Climate","topic":"Climate variability and models","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"Agência Nacional de Energia Elétrica","keywords":"Precipitation; Climatology; Environmental science; Surface (topology); Geology; Meteorology; Geography; Mathematics; Geometry","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":[0.001537739,0.0008064274,0.0004539486,0.000469015,0.0003624028,0.0007009779,0.001032096,0.0007237876,0.0006425446],"category_scores_gemma":[0.00305019,0.0003263807,0.0008314691,0.0009918588,0.0003093518,0.0008839925,0.0005829022,0.0005243869,0.0001258165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535351,"about_ca_system_score_gemma":0.001176297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1037581,"about_ca_topic_score_gemma":0.0530844,"domain_scores_codex":[0.9996458,0.0001630101,0.00002388224,0.0000800995,0.00004800901,0.00003919499],"domain_scores_gemma":[0.9989035,0.0004070035,0.0001299743,0.000144477,0.0003267995,0.000088244],"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":[0.0002915628,0.0001523422,0.1283979,0.0001024983,0.0003120322,0.0001293553,0.0001763837,0.8553861,0.002572885,0.001171484,0.001309607,0.009997862],"study_design_scores_gemma":[0.0001062402,0.00007294508,0.03941594,0.00002475404,0.00007171951,0.00002995993,0.0001663531,0.956925,0.001517239,0.0005115232,0.00113232,0.00002613448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943926,0.000237447,0.002077561,0.000335268,0.00001794922,0.0000283859,0.001116526,0.0001913438,0.001602947],"genre_scores_gemma":[0.9968467,0.0001040671,0.001988481,0.00003781053,0.000007873392,0.00002733259,0.0008233656,0.00002752601,0.0001368328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1037581,"threshold_uncertainty_score":0.2063082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296131505878321,"score_gpt":0.3500747198288628,"score_spread":0.3171134047700796,"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."}}