{"id":"W2087401022","doi":"10.1109/wcica.2010.5554353","title":"A fuzzy based approach to effective relative humidity tracking in industrial systems","year":2010,"lang":"en","type":"article","venue":"","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Relative humidity; Control theory (sociology); Controller (irrigation); Relative velocity; Fuzzy control system; Process (computing); Approximation error; PID controller; Control system; Computer science; Fuzzy logic; Temperature control; Control engineering; Control (management); Engineering; Artificial intelligence; Algorithm; Meteorology; Electrical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001350662,0.0001863025,0.0003442945,0.0001949961,0.00009222719,0.0002317118,0.0007299947,0.0002427814,0.000001617126],"category_scores_gemma":[0.0002861792,0.0001456664,0.00007463557,0.0007087615,0.00003035997,0.0004755894,0.0001133444,0.0005999716,0.0000583591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008699392,"about_ca_system_score_gemma":0.000103643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008713692,"about_ca_topic_score_gemma":0.00009582748,"domain_scores_codex":[0.9980533,0.0003505897,0.0003266237,0.0005710401,0.0003311555,0.0003673463],"domain_scores_gemma":[0.9988014,0.0003392401,0.00009449608,0.0005177428,0.00008583441,0.0001613211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007707338,0.000399818,0.007829765,0.00003671781,0.00003609772,0.00002582966,0.001688887,0.005027946,0.004073235,0.9624979,0.001241939,0.01706471],"study_design_scores_gemma":[0.02419113,0.002268696,0.09575626,0.0005497817,0.00006540874,0.0001405857,0.001759397,0.8098451,0.004376171,0.04365612,0.01315549,0.004235826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05794572,0.00003051265,0.5463141,0.000493318,0.00259001,0.00265036,0.000003131463,0.0003128233,0.3896601],"genre_scores_gemma":[0.9938818,5.969175e-8,0.005064072,0.0001422453,0.000316137,0.0003456757,0.00000125398,0.000008030897,0.0002407637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.935936,"threshold_uncertainty_score":0.5940104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268604655283232,"score_gpt":0.2450351910730112,"score_spread":0.2123491445201789,"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."}}