{"id":"W1593036724","doi":"10.2172/821704","title":"FINAL SIMULATION RESULTS FOR DEMONSTRATION CASE 1 AND 2","year":2003,"lang":"en","type":"report","venue":"","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Energy Technology Laboratory; Canada Excellence Research Chairs, Government of Canada; U.S. Department of Energy","keywords":"Component (thermodynamics); Software; Suite; Verification and validation; Computer science; Reliability engineering; Software engineering; Systems engineering; Engineering; Operating system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008938062,0.0009029408,0.0008230669,0.0006908423,0.0009505769,0.001122798,0.001011138,0.001793702,0.02704772],"category_scores_gemma":[0.002110774,0.0002845774,0.0009213042,0.0007287494,0.0004359272,0.0008771995,0.0007356185,0.001310121,0.004360395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022516,"about_ca_system_score_gemma":0.001145712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01367054,"about_ca_topic_score_gemma":0.01660596,"domain_scores_codex":[0.9993151,0.0001107194,0.00003072532,0.0001159263,0.0002521461,0.0001753107],"domain_scores_gemma":[0.9989622,0.0002934024,0.00003969301,0.0001739858,0.0004240006,0.0001068501],"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":[0.003219525,0.001643929,0.013481,0.0005068785,0.0001059892,0.001421935,0.0005209335,0.8264921,0.03529379,0.007965038,0.05524105,0.05410779],"study_design_scores_gemma":[0.0006083164,0.001771922,0.008072548,0.00007775927,0.00008015771,0.0002050208,0.0007366423,0.8810676,0.06570861,0.003320622,0.03821578,0.0001348947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7621778,0.0002751576,0.06695827,0.001853516,0.0007031044,0.001088864,0.01430513,0.007705436,0.1449329],"genre_scores_gemma":[0.9503202,0.0001010906,0.01926231,0.0001254035,0.00001965815,0.0004119594,0.00763619,0.0003853786,0.0217376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02704772,"threshold_uncertainty_score":0.09048367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688449142313036,"score_gpt":0.2838092228757301,"score_spread":0.2369247314525997,"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."}}