{"id":"W2964797642","doi":"10.3390/pr7080523","title":"Special Issue: Modeling and Simulation of Energy Systems","year":2019,"lang":"en","type":"article","venue":"Processes","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Systems engineering; Process (computing); Industrial engineering; Energy transformation; Engineering","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":[0.001923188,0.002513939,0.00252419,0.002424718,0.0009477386,0.003946149,0.002022392,0.003726678,0.04046902],"category_scores_gemma":[0.005944534,0.0006748308,0.001907917,0.002017425,0.001000894,0.003056404,0.00155911,0.005010762,0.01782326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236812,"about_ca_system_score_gemma":0.001436473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000966757,"about_ca_topic_score_gemma":0.001494993,"domain_scores_codex":[0.9981518,0.0004279558,0.0002140607,0.0002991468,0.0007775915,0.0001294054],"domain_scores_gemma":[0.9951415,0.002233722,0.0003144238,0.0003171003,0.001507106,0.0004862563],"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":[0.00003556266,0.00002623372,0.0001260217,0.0003503755,0.00004036058,0.00006151642,0.00001378331,0.001345444,0.0002753645,0.003951346,0.9625483,0.03122587],"study_design_scores_gemma":[0.00002360868,0.00005732263,0.0002362527,0.0002656802,0.00003360838,0.0001451482,0.00001605807,0.005084639,0.0002375554,0.006288552,0.9875942,0.00001728141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005960139,0.04484838,0.03376846,0.02500657,0.8630349,0.0001727381,0.0009191843,0.001278078,0.03037568],"genre_scores_gemma":[0.008830493,0.06618089,0.01006807,0.008779753,0.8311133,0.0002617298,0.002208983,0.001281431,0.07127524],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04046902,"threshold_uncertainty_score":0.1353824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006895553157033386,"score_gpt":0.1995333132564013,"score_spread":0.1926377600993679,"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."}}