{"id":"W4210692256","doi":"10.1002/9781119736592.ch5","title":"Solar Resource and Irradiance","year":2022,"lang":"en","type":"other","venue":"","topic":"Solar Radiation and Photovoltaics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Irradiance; Photovoltaic system; Tilt (camera); Environmental science; Radiation; Pyranometer; Solar irradiance; Solar energy; Azimuth; Meteorology; Optics; Remote sensing; Atmospheric sciences; Physics; Geography; Engineering; Electrical engineering","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":[0.000162116,0.0005129417,0.0004976518,0.001384373,0.0003768381,0.001946475,0.0004412064,0.0005193338,0.04211065],"category_scores_gemma":[0.0005263948,0.0001835711,0.0002921002,0.003238605,0.0002875795,0.001110215,0.0005489013,0.0005316295,0.01456174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006036778,"about_ca_system_score_gemma":0.0003155013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00235774,"about_ca_topic_score_gemma":0.003129413,"domain_scores_codex":[0.9996867,0.0000374267,0.0000141553,0.00005193918,0.0001845891,0.00002520394],"domain_scores_gemma":[0.9998832,0.00003580027,0.00001569079,0.00001291784,0.00004289216,0.000009505471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008710938,0.0001264366,0.008611498,0.00120113,0.000051513,0.0004612729,0.0007004216,0.01229437,0.008483634,0.2024161,0.1343954,0.631171],"study_design_scores_gemma":[0.000004993173,0.0000370022,0.01327855,0.000288989,0.00001563697,0.0006506698,0.00028299,0.001829608,0.001396413,0.01907752,0.9631091,0.00002857035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01566437,0.03299489,0.02205507,0.001280147,0.0009657273,0.0001018241,0.004845929,0.000754811,0.9213371],"genre_scores_gemma":[0.2714877,0.09048393,0.02623046,0.001352264,0.001550584,0.0002071023,0.007442157,0.0008447706,0.600401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04211065,"threshold_uncertainty_score":0.1408741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008785923549661224,"score_gpt":0.2079932910009964,"score_spread":0.1992073674513351,"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."}}