{"id":"W4255699747","doi":"10.22215/etd/2005-08288","title":"Application of artificial intelligence in gas turbine control and modelling.","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Gas turbines; Engineering; Computer science; Humanities; Mechanical engineering; Art","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":[0.0007839802,0.0005334632,0.0005592491,0.0006244191,0.0002913303,0.00130087,0.0006547109,0.0009146917,0.003992102],"category_scores_gemma":[0.002765054,0.0002859759,0.0006770029,0.0007242109,0.0006816494,0.0008625864,0.0009067549,0.001135638,0.0007997375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005122789,"about_ca_system_score_gemma":0.0005606964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002705286,"about_ca_topic_score_gemma":0.002536755,"domain_scores_codex":[0.9994849,0.000234423,0.00003994217,0.00006139715,0.0001542735,0.00002509432],"domain_scores_gemma":[0.9993954,0.000416482,0.00003048123,0.00006161277,0.00007880168,0.00001730333],"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":[0.00008682038,0.00008925198,0.001186325,0.000677565,0.0002378918,0.0002384303,0.0002130438,0.5074946,0.003983507,0.1771004,0.007681106,0.3010111],"study_design_scores_gemma":[0.000007838067,0.000040197,0.0004260658,0.00009970251,0.00002638648,0.00007341521,0.00003177243,0.9127649,0.001986242,0.06098121,0.02354786,0.00001438871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.009046729,0.01744416,0.9320362,0.001802728,0.0006847559,0.0000594386,0.00009409922,0.0004038264,0.03842813],"genre_scores_gemma":[0.5525562,0.02808755,0.3772975,0.0005422851,0.0007911163,0.0002619773,0.0003548335,0.0001558951,0.03995263],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003992102,"threshold_uncertainty_score":0.01335496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676056604595258,"score_gpt":0.284869505041082,"score_spread":0.2681089389951294,"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."}}