{"id":"W4393253191","doi":"10.24018/ejeng.2024.9.2.3127","title":"Optimal Sizing and Techno-Economic Analysis of a Hybrid Power System for Postville","year":2024,"lang":"en","type":"article","venue":"European Journal of Engineering and Technology Research","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sizing; Economic analysis; Power (physics); Economics; Computer science; Environmental science; Environmental economics; Chemistry; Agricultural economics; Physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002551736,0.0001326008,0.0004326011,0.003309404,0.00006525852,0.00006808791,0.0002696568,0.00004833062,0.000005444747],"category_scores_gemma":[0.0002303448,0.0001151024,0.00009804559,0.0009747032,0.000126933,0.00008227948,0.0001412103,0.0004119283,0.000003119597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009240165,"about_ca_system_score_gemma":0.00005450311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003904721,"about_ca_topic_score_gemma":0.000002881277,"domain_scores_codex":[0.9986957,0.00008765455,0.0005107161,0.0002280364,0.0001634776,0.0003143736],"domain_scores_gemma":[0.9991426,0.0002468727,0.0000887594,0.0002263154,0.0002068009,0.00008862454],"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":[0.00009464385,0.00003601619,0.0006327634,0.0009343664,0.005913079,0.001873992,0.0002342974,0.7768134,0.1479091,0.04794175,0.0003547551,0.01726182],"study_design_scores_gemma":[0.001437688,0.001904035,0.000393169,0.002032899,0.0008097207,0.004695501,0.002306466,0.8126476,0.0920561,0.00006086504,0.08106404,0.0005918451],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847283,0.008316238,0.005253142,0.0002340417,0.000230633,0.00007784915,0.00001373975,0.0001476514,0.0009983795],"genre_scores_gemma":[0.9977785,0.0001298851,0.001817876,6.210868e-7,0.00008029423,0.000004180511,0.000001531789,0.00005131974,0.0001358408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08070929,"threshold_uncertainty_score":0.469374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427328162965718,"score_gpt":0.259503575212567,"score_spread":0.2452302935829098,"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."}}