{"id":"W2944455432","doi":"10.1016/j.procir.2019.01.007","title":"Comparison of environmental assessment methodology in hybrid energy system simulation software","year":2019,"lang":"en","type":"article","venue":"Procedia CIRP","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Agence Nationale de la Recherche","keywords":"Fossil fuel; Software; Life-cycle assessment; Upstream (networking); TRNSYS; Environmental impact assessment; Renewable energy; Engineering; Environmental economics; Environmental science; Systems engineering; Environmental resource management; Computer science; Energy (signal processing); Production (economics); Waste management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004154381,0.0006493008,0.0004997684,0.001743811,0.0003161321,0.001706575,0.001115399,0.0007247857,0.003700294],"category_scores_gemma":[0.008644039,0.0003701947,0.0008726477,0.001262139,0.0003205081,0.001409864,0.001006874,0.0005812947,0.0003770622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009936369,"about_ca_system_score_gemma":0.0006994242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004608097,"about_ca_topic_score_gemma":0.003435527,"domain_scores_codex":[0.9977192,0.001374068,0.0001734312,0.0001407562,0.0004941081,0.00009839628],"domain_scores_gemma":[0.9935975,0.004534337,0.0002285336,0.0003823194,0.001160464,0.00009693356],"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":[0.0004396457,0.0002517698,0.00610298,0.0003884287,0.0002112126,0.00008250793,0.0003633861,0.8598259,0.002725266,0.01592974,0.001232769,0.1124463],"study_design_scores_gemma":[0.00002721959,0.0001052181,0.001037173,0.00004128042,0.00002621544,0.00002054868,0.00009770205,0.991748,0.001279048,0.002975804,0.002625354,0.00001656331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3760456,0.0008411375,0.5927024,0.0003806113,0.0001354001,0.0004291937,0.001329549,0.004981228,0.023155],"genre_scores_gemma":[0.7957985,0.0003812204,0.2005007,0.00006341276,0.00001591387,0.0003889039,0.0007988037,0.000474043,0.001578493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004608097,"threshold_uncertainty_score":0.02197075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04451401049032522,"score_gpt":0.325752412002759,"score_spread":0.2812384015124337,"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."}}