{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008851361,0.0001016078,0.0001038608,0.0001196367,0.00006056198,0.00008206953,0.0004607826,0.00007327914,0.007245353],"category_scores_gemma":[0.00001066982,0.0001007962,0.00002395638,0.0001652317,0.00001761893,0.00003961414,0.0001972784,0.0001518414,0.0001061056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001787831,"about_ca_system_score_gemma":0.00003215807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001097183,"about_ca_topic_score_gemma":0.0000542173,"domain_scores_codex":[0.9993429,0.0000404183,0.00006592087,0.0002803917,0.0001521503,0.000118233],"domain_scores_gemma":[0.9993982,0.00002644395,0.00005519308,0.000443346,0.000003277626,0.00007353591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[1.926236e-7,0.000004395915,0.00009216177,0.000006253234,0.000006415938,0.000005420018,0.00007708116,4.825027e-7,0.000001865534,0.01228102,0.9822192,0.005305505],"study_design_scores_gemma":[0.00007824598,0.00001170903,0.00008809962,0.000003529811,0.000001557401,0.000009130846,0.000008409767,0.001498272,0.00000427978,0.0002047839,0.9979591,0.0001328359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.228473e-7,0.001362965,0.01349596,0.0003558047,0.0002022263,0.0001047188,0.000007466672,0.0003845556,0.9840854],"genre_scores_gemma":[0.0000194266,0.0001172962,0.01079721,0.002931534,0.00008978992,0.00001116595,0.000008524649,0.00008843838,0.9859366],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01573994,"threshold_uncertainty_score":0.9936622,"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."}}