{"id":"W3109054575","doi":"10.1002/pip.3379","title":"Economic analysis of a novel design of microtracked concentrating photovoltaic modules","year":2020,"lang":"en","type":"article","venue":"Progress in Photovoltaics Research and Applications","topic":"solar cell performance optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"University of Ottawa","keywords":"Photovoltaic system; Photovoltaics; Tariff; Las vegas; Electricity; Cost of electricity by source; Solar irradiance; Battery (electricity); Irradiance; Environmental science; Electricity generation; Engineering; Automotive engineering; Agricultural economics; Operations management; Electrical engineering; Economics; Meteorology; Geography; Power (physics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003238872,0.00009915346,0.0002587595,0.0003308004,0.00005149344,0.00002753579,0.0001887286,0.00006647029,0.00001797847],"category_scores_gemma":[0.00002092934,0.0001104125,0.00003628062,0.001394715,0.0002654238,0.0001082335,0.00005051777,0.000194232,0.000001712097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005123695,"about_ca_system_score_gemma":0.00004306581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003506351,"about_ca_topic_score_gemma":0.00002170302,"domain_scores_codex":[0.9989705,0.00002473885,0.0003813244,0.0002120197,0.0001661231,0.0002452965],"domain_scores_gemma":[0.9993781,0.000145529,0.00006671936,0.0001916497,0.0001234879,0.00009445631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005071404,0.0001670813,0.05564135,0.0003593367,0.0002909683,4.750636e-7,0.0009849677,0.5460241,0.3910996,0.0005718074,0.00003682766,0.004772748],"study_design_scores_gemma":[0.0003000914,0.00004036773,0.001482846,0.00001680698,0.00002947654,2.385423e-7,0.0001555514,0.9025249,0.09522855,0.0000548857,0.00008658665,0.00007974255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7848968,0.002527189,0.2102133,0.00002432591,0.0000116174,0.00184936,0.0001457457,0.00007611937,0.0002556068],"genre_scores_gemma":[0.964861,0.0007648272,0.0337505,0.000003771742,0.0000178168,0.0005356902,0.00004584125,0.00001882116,0.000001674745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3565007,"threshold_uncertainty_score":0.4502491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06885652732152533,"score_gpt":0.3259732493198509,"score_spread":0.2571167219983256,"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."}}