{"id":"W4386326810","doi":"10.1007/s40808-023-01848-6","title":"Solar radiation variability across Nigeria’s climatic zones: a validation and projection study with CORDEX, CMIP5, and CMIP6 models","year":2023,"lang":"en","type":"article","venue":"Modeling Earth Systems and Environment","topic":"Solar Radiation and Photovoltaics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Coupled model intercomparison project; Environmental science; Climatology; Climate change; Climate model; Atmospheric sciences; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.001235038,0.0001522127,0.000200244,0.00006554824,0.0003189291,0.0003328813,0.0000694719,0.00006168077,6.824466e-7],"category_scores_gemma":[0.00001179484,0.0001305519,0.00001376056,0.0001396867,0.00002652138,0.0004921594,0.00009623209,0.00008638445,0.000004366743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003184623,"about_ca_system_score_gemma":0.00001635396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003563091,"about_ca_topic_score_gemma":0.00002915153,"domain_scores_codex":[0.9985747,0.0001756605,0.0002878512,0.0004723369,0.000282215,0.0002072468],"domain_scores_gemma":[0.9994481,0.00005301067,0.00009928381,0.0002935167,0.00001696963,0.00008915843],"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":[0.00003911127,0.000159342,0.06466613,0.0001915377,0.00006083605,0.000003902177,0.02530485,0.8981985,0.0002516861,0.0003603915,0.000008709782,0.01075503],"study_design_scores_gemma":[0.0005624296,0.0002294881,0.009186605,0.00002241721,0.00001130452,0.00001197672,0.001194636,0.9881744,0.00001245096,0.0003911581,0.00004774737,0.0001554001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.593969,0.00006237737,0.4051872,0.00003455796,0.0000741457,0.0005935269,0.000004224496,0.00006719695,0.000007787301],"genre_scores_gemma":[0.9980242,0.0002750386,0.001476138,0.00001809801,0.00002649201,0.0001121737,0.00001156222,0.00001189499,0.0000444451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4040552,"threshold_uncertainty_score":0.532375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878243631114431,"score_gpt":0.2403991581906134,"score_spread":0.2116167218794691,"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."}}