{"id":"W2036934356","doi":"10.1080/15435075.2014.968921","title":"Evaluation of various global solar radiation models for Nigeria","year":2015,"lang":"en","type":"article","venue":"International Journal of Green Energy","topic":"Solar Radiation and Photovoltaics","field":"Computer Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ambrose University; National Aeronautics and Space Administration","keywords":"Mean squared error; Environmental science; Cloud cover; Statistics; Range (aeronautics); Sunshine duration; Meteorology; Mathematics; Multivariable calculus; Approximation error; Geography; Climatology; Atmospheric sciences; Relative humidity; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001741019,0.00007678784,0.000134966,0.0001474768,0.00002042028,0.00006283458,0.0007371586,0.00005667207,0.000006761737],"category_scores_gemma":[0.0002508995,0.00007318907,0.0001120763,0.000144255,0.00001525164,0.0007798233,0.00004895668,0.00004406767,0.000001122823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003600758,"about_ca_system_score_gemma":0.000712091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004295917,"about_ca_topic_score_gemma":0.0001443436,"domain_scores_codex":[0.997767,0.0001310218,0.0004377105,0.0001048765,0.001468501,0.00009085165],"domain_scores_gemma":[0.995115,0.00005977482,0.0005647597,0.0001325858,0.004025141,0.0001027094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002087482,0.0002564401,0.001515953,0.000004331293,0.0005618468,0.00001076318,0.001560339,0.263971,0.0006982678,0.1781271,0.006894686,0.5461905],"study_design_scores_gemma":[0.00177181,0.0001575067,0.0005419544,0.00001097933,0.00003035385,0.00007538505,0.00002089308,0.7839484,0.001770984,0.2038963,0.007697771,0.00007767806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0109617,0.000371511,0.9844542,0.0008104356,0.002522681,0.00005858186,0.00001754791,0.00001076541,0.0007925435],"genre_scores_gemma":[0.9859837,0.00002726606,0.01323148,0.0003607472,0.0003328512,0.000004720378,0.00000961347,0.000005284713,0.00004431329],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.975022,"threshold_uncertainty_score":0.2984563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05625674070810847,"score_gpt":0.3176542016893423,"score_spread":0.2613974609812338,"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."}}