{"id":"W4408837452","doi":"10.1299/jsmemecj.2024.s054-09","title":"Retrofitting variable flow axial fan by inverter control at the Kan-etsu Tunnel","year":2024,"lang":"en","type":"article","venue":"The Proceedings of Mechanical Engineering Congress Japan","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Retrofitting; Inverter; Variable (mathematics); Flow (mathematics); Engineering; Computer science; Structural engineering; Mechanics; Electrical engineering; Physics; Mathematics","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":[0.0004235029,0.0003280525,0.000334155,0.0002533853,0.0001971497,0.0002625896,0.0005261229,0.0002648156,0.0009739459],"category_scores_gemma":[0.0003565069,0.0001172127,0.0002491646,0.0001630985,0.0002440987,0.0002156992,0.0001710991,0.0002507491,0.0001029351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990443,"about_ca_system_score_gemma":0.0002173516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643594,"about_ca_topic_score_gemma":0.003642207,"domain_scores_codex":[0.9998228,0.00004365603,0.000007667802,0.00002845676,0.0000645398,0.00003298745],"domain_scores_gemma":[0.9998362,0.00004134445,0.00001814291,0.00001857286,0.00006547274,0.00002026229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001984554,0.0009693116,0.04372771,0.0003131807,0.0001098587,0.001507092,0.0006209702,0.510928,0.271358,0.001161844,0.001125062,0.1661945],"study_design_scores_gemma":[0.0001392159,0.002043113,0.01657012,0.00001223276,0.00003771094,0.0002103851,0.0001607876,0.9363139,0.04206262,0.0001387743,0.002278973,0.00003208633],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746165,0.00003468936,0.02335654,0.0000176928,0.00002690803,0.00004162934,0.00002550832,0.0003912589,0.001489219],"genre_scores_gemma":[0.9964507,0.00001172975,0.002994205,0.000003169583,0.000001229663,0.000010872,0.00002034693,0.000007135378,0.0005006565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003643594,"threshold_uncertainty_score":0.007244766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004704206317016045,"score_gpt":0.1857192070636279,"score_spread":0.1810150007466118,"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."}}