{"id":"W2743161954","doi":"10.20381/ruor-20779","title":"Modeled Estimates of Solar Direct Normal Irradiance and Diffuse Horizontal Irradiance in Different Terrestrial Locations","year":2017,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Solar Radiation and Photovoltaics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irradiance; Solar irradiance; Environmental science; Atmospheric sciences; Remote sensing; Meteorology; Geography; Geology; Physics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004708787,0.0002012901,0.000461771,0.0007470359,0.0004302656,0.0001053976,0.00152316,0.0002468175,0.00002323393],"category_scores_gemma":[0.0002612159,0.0002374182,0.0001051365,0.0003480679,0.0002632765,0.0006700826,0.0001387069,0.0005480787,0.000007006814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001339625,"about_ca_system_score_gemma":0.0004026703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002094987,"about_ca_topic_score_gemma":0.01486778,"domain_scores_codex":[0.9980892,0.0001778872,0.000222755,0.0004836499,0.0006442568,0.0003822359],"domain_scores_gemma":[0.9982753,0.0003165677,0.0002975922,0.0007147176,0.0001949115,0.0002009115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009188598,0.005499774,0.4951456,0.00420727,0.001100878,0.0007997162,0.06303854,0.0009691142,0.0399993,0.08158109,0.01332933,0.2934105],"study_design_scores_gemma":[0.003550061,0.0004685007,0.7673045,0.0005010927,0.00003840929,0.000004882507,0.001097982,0.2167491,0.003726441,0.001867695,0.004095463,0.0005958314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801479,0.0003557596,0.0029468,0.0003774163,0.0005057841,0.0008456924,0.0001382045,0.00005215512,0.01463029],"genre_scores_gemma":[0.9948084,0.000521052,0.002094712,0.000002849541,0.00004566838,0.000003383443,0.000161453,0.000015198,0.002347279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2928146,"threshold_uncertainty_score":0.9681632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04007544064356266,"score_gpt":0.3006802324136646,"score_spread":0.260604791770102,"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."}}