{"id":"W2334952567","doi":"10.3166/ejee.17.95-103","title":"Multi-physics simulations using single-physics software and generic coupling","year":2014,"lang":"en","type":"article","venue":"European Journal of Electrical Engineering","topic":"Quantum Chromodynamics and Particle Interactions","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coupling (piping); Physics; Software; Statistical physics; Computer science; Engineering; Mechanical engineering; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001417695,0.0001218868,0.0001656307,0.00004917018,0.00008859472,0.00006921715,0.00008476856,0.000009977758,0.00000830063],"category_scores_gemma":[0.00004738593,0.0001188625,0.00008492459,0.0002004026,0.00001285976,0.0001555104,0.00002517049,0.0002655347,0.00000301708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002978188,"about_ca_system_score_gemma":0.00001535588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002709238,"about_ca_topic_score_gemma":6.838339e-8,"domain_scores_codex":[0.999274,0.0000336462,0.0003024341,0.00009800486,0.0001008764,0.0001911019],"domain_scores_gemma":[0.9993936,0.0001493442,0.000159637,0.00008562564,0.00009647167,0.0001152765],"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":[0.000003296306,0.00008729324,0.001451567,0.000005112206,0.00004983509,0.000004350316,0.0000483036,0.9041154,0.08227026,0.00114575,0.000003596703,0.01081528],"study_design_scores_gemma":[0.000339836,0.00008759786,0.00082772,0.00003626735,0.000041872,0.00001244837,0.000004549433,0.996538,0.001601843,0.0001484244,0.0002309648,0.0001304223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4189319,0.00002691639,0.5809057,0.000005714083,0.00007972705,0.00001671218,0.000001860523,0.00001007512,0.00002131042],"genre_scores_gemma":[0.9507656,0.00000127765,0.04846808,0.000008961599,0.000713903,1.447221e-7,0.000002018778,0.00003540625,0.000004636588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5324377,"threshold_uncertainty_score":0.4847074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573016115905244,"score_gpt":0.2389361059606664,"score_spread":0.213205944801614,"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."}}