{"id":"W4366293309","doi":"10.1049/cth2.12475","title":"Nonlinear control for temperature and humidity of a 30m3$30\\text{ m}^3$ climate chamber determining VOCs","year":2023,"lang":"en","type":"article","venue":"IET Control Theory and Applications","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Taishan Scholar Project of Shandong Province","keywords":"Backstepping; Control theory (sociology); Nonlinear system; Linearization; Controller (irrigation); Control (management); MATLAB; Temperature control; Computer science; Control engineering; Artificial neural network; Control system; Computation; Mathematics; Engineering; Algorithm; Adaptive control; Artificial intelligence; Physics","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":[0.0001460427,0.0001296624,0.0002319721,0.00004266243,0.0001071894,0.00001522621,0.00007334455,0.0001253658,0.000004587321],"category_scores_gemma":[0.00009441636,0.0001183196,0.00004003525,0.0001221485,0.0001402846,0.00005341053,0.00002155271,0.0001291383,0.000005610437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008313607,"about_ca_system_score_gemma":0.000002097439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.787516e-7,"about_ca_topic_score_gemma":6.567882e-7,"domain_scores_codex":[0.9993598,0.00001430324,0.0001867587,0.0001761822,0.00004473637,0.0002182282],"domain_scores_gemma":[0.9989714,0.0007041206,0.00004363672,0.0001998869,0.00003745816,0.0000434821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008593845,0.00002416163,0.0001962935,0.000232,0.00008177184,0.000001315702,0.00009056332,0.00219794,0.9397651,0.03789152,0.00008082765,0.01935257],"study_design_scores_gemma":[0.01188972,0.0002766444,0.002539621,0.0002029265,0.0004854878,0.0000451942,0.001576003,0.1715138,0.5157037,0.2404013,0.05384032,0.001525265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495691,0.0007263054,0.04625794,0.0002211925,0.00003434053,0.001125675,0.0008313492,0.00102856,0.0002055496],"genre_scores_gemma":[0.9982679,0.0002823268,0.0006479052,0.00005981101,0.00007615261,0.0006015946,0.0000178854,0.00002456787,0.0000218463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4240614,"threshold_uncertainty_score":0.4824932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006532876812794328,"score_gpt":0.241500507411392,"score_spread":0.2349676305985977,"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."}}