{"id":"W4205795211","doi":"10.3390/books978-3-0365-1560-1","title":"Emerging Technologies for the Energy Systems of the Future","year":2021,"lang":"en","type":"book","venue":"","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Engineering and Physical Sciences Research Council; Danish International Development Agency; Udenrigsministeriet; Department of Science and Technology, Ministry of Science and Technology, India; Newcastle University; Fundação para a Ciência e a Tecnologia; Trent University; Horizon 2020 Framework Programme; Niroo Research Institute; Iran University of Science and Technology; Nottingham Trent University","keywords":"Computer science; Systems engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003108822,0.0008541291,0.0003362571,0.0008837908,0.001010375,0.005012036,0.0005811878,0.001610718,0.1419985],"category_scores_gemma":[0.0008268459,0.0002733107,0.0004147326,0.001182618,0.0008732682,0.00472821,0.001340723,0.003184831,0.08487576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018345,"about_ca_system_score_gemma":0.001802345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945508,"about_ca_topic_score_gemma":0.005166498,"domain_scores_codex":[0.9996415,0.00004293974,0.00001210932,0.0000438669,0.0002263975,0.00003306726],"domain_scores_gemma":[0.9997397,0.00007609412,0.00001576073,0.00003776604,0.0000837953,0.00004689136],"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":[0.000005088334,0.000008138566,0.00002915739,0.0001362593,0.000002148575,0.00003520613,0.00008827294,0.0001323643,0.0002389311,0.09611549,0.8414457,0.06176316],"study_design_scores_gemma":[5.981282e-7,0.000001831194,0.00003291542,0.00006157932,5.394936e-7,0.00003175011,0.00002238734,0.00003849473,0.00003303253,0.007086723,0.9926887,0.000001440609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0002318414,0.032804,0.003145991,0.008432467,0.007688502,0.00003542995,0.0003004319,0.0004771074,0.9468842],"genre_scores_gemma":[0.002489597,0.01662412,0.002027573,0.00235369,0.001490505,0.00003781463,0.0003000491,0.0002484505,0.9744282],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1419985,"threshold_uncertainty_score":0.4750324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008855573983569434,"score_gpt":0.2079931110474668,"score_spread":0.1991375370638974,"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."}}