{"id":"W3011898275","doi":"10.32438/ijet.1419","title":"Design, feasibility, performance assessment and optimization of the technical and financial viability of potential renewable energy and energy efficiency projects","year":2019,"lang":"en","type":"article","venue":"International Journal of Energy Technology","topic":"Life Cycle Costing Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern Alberta Institute of Technology","funders":"","keywords":"Renewable energy; Photovoltaic system; Energy conservation; Environmental economics; Zero-energy building; Primary energy; Energy security; Sustainability; Efficient energy use; Energy engineering; Solar power; Environmental science; Natural resource economics; Solar energy; Business; Engineering; Economics; Power (physics); Ecology","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":[0.000461183,0.0001106457,0.000260688,0.0004931379,0.0000517483,0.00003699353,0.0003677452,0.0001293435,0.00001086521],"category_scores_gemma":[0.0002681845,0.00008296339,0.00005358508,0.0003783886,0.0002448468,0.000258383,0.0004247809,0.00009372453,3.240128e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005098779,"about_ca_system_score_gemma":0.0000924651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003714337,"about_ca_topic_score_gemma":0.00007220366,"domain_scores_codex":[0.9988375,0.00002989188,0.0004893585,0.0001926046,0.0003382393,0.0001124558],"domain_scores_gemma":[0.9983396,0.00006274281,0.0007453815,0.0001675757,0.0006750712,0.000009637081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004042956,0.0005701259,0.5646548,0.0001209836,0.0002081749,0.00001018543,0.00002189276,0.3392499,0.0420377,0.03173776,0.0001618905,0.02082232],"study_design_scores_gemma":[0.004195543,0.0006561673,0.1131013,0.0005805527,0.0003816669,0.0003386007,0.0001785731,0.8322903,0.02695527,0.01890626,0.001852251,0.0005635188],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898917,0.0001446205,0.09951042,0.0007732834,0.0002631782,0.00004040653,9.542669e-7,0.00001376253,0.0003363272],"genre_scores_gemma":[0.9960371,0.0001288176,0.003588643,0.00009769056,0.00009602386,0.000002884268,0.000001451257,0.000007921273,0.00003950816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4930404,"threshold_uncertainty_score":0.3383149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080826528151421,"score_gpt":0.2376473649038478,"score_spread":0.2268390996223336,"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."}}