{"id":"W2947041974","doi":"","title":"Modelling Variations in Solar Irradiance","year":2018,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Solar Radiation and Photovoltaics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Irradiance; Environmental science; Solar irradiance; Meteorology; Atmospheric sciences; Remote sensing; Geography; Geology; Physics; Optics","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":[0.001202509,0.00009416153,0.0001053197,0.0006151272,0.0006011067,0.0002820411,0.001364877,0.00007228839,0.00002385667],"category_scores_gemma":[0.00005704509,0.00011215,0.00003346995,0.002008838,0.0001348579,0.0008677665,0.000482364,0.0004050727,0.0001443457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520754,"about_ca_system_score_gemma":0.0001513107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004435384,"about_ca_topic_score_gemma":0.0001254432,"domain_scores_codex":[0.9982005,0.00005490547,0.0001168003,0.0004254072,0.0007135782,0.0004887528],"domain_scores_gemma":[0.9989195,0.0000702064,0.0000405892,0.0001968808,0.0006013269,0.0001714939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004326847,0.0003478962,0.08115381,0.00003332402,0.00003813463,0.00005406045,0.04189734,0.000472444,0.001426565,0.8651294,0.00720545,0.002198368],"study_design_scores_gemma":[0.001130175,0.0002732827,0.03917174,0.00005364644,0.000004240028,0.000006350667,0.003727765,0.7840668,0.0008632923,0.005155795,0.1651896,0.0003572912],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5577222,0.00004695336,0.3155833,0.004217617,0.000318253,0.001055884,0.000006287798,0.0003510911,0.1206985],"genre_scores_gemma":[0.9874337,0.00004698541,0.0101789,0.00008992902,0.00008988355,0.000002331634,8.569542e-7,0.0000066497,0.002150814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8599735,"threshold_uncertainty_score":0.4623287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156316304507184,"score_gpt":0.3519671975838294,"score_spread":0.236335567133111,"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."}}