{"id":"W2421818369","doi":"10.5539/mas.v10n10p23","title":"Modeling and Analysis of Cooling Coil for Control System Design Using Gray Box Approach","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HVAC; Fan coil unit; Air conditioning; Computer science; Electromagnetic coil; Control theory (sociology); Nonlinear autoregressive exogenous model; Artificial neural network; Autoregressive model; Nonlinear system; Control engineering; Simulation; Control (management); Artificial intelligence; Mathematics; Engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003880548,0.0006815153,0.0006267704,0.0003342009,0.0003373988,0.0006605152,0.0005769402,0.0006945911,0.004671856],"category_scores_gemma":[0.0005073098,0.0003541361,0.0007395204,0.0002166128,0.0004024858,0.000490891,0.000381144,0.0005382854,0.0004721095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005023252,"about_ca_system_score_gemma":0.0008985983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008127849,"about_ca_topic_score_gemma":0.004427663,"domain_scores_codex":[0.9998208,0.00005071572,0.00000725921,0.00004295969,0.00005458819,0.0000237212],"domain_scores_gemma":[0.999796,0.000103493,0.00002862663,0.00001008317,0.00005533954,0.00000660445],"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":[0.00001468678,0.000009052244,0.0001904053,0.00006473813,0.00001154244,0.00004013606,0.00002596138,0.9875832,0.002859601,0.003898741,0.00016495,0.005136965],"study_design_scores_gemma":[0.000001559479,0.00001062141,0.00006541167,0.000003354836,0.00000356578,0.00000467438,0.000002575829,0.9988074,0.0004120949,0.0003998404,0.0002871599,0.000001618494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0114693,0.0002946357,0.982442,0.00009583692,0.00002718906,0.00005521394,0.00006024057,0.0002583122,0.005297347],"genre_scores_gemma":[0.9013281,0.0007328024,0.08566732,0.00007141483,0.00003847214,0.0004889754,0.0001607928,0.00009576887,0.01141644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008127849,"threshold_uncertainty_score":0.01616108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256875726397172,"score_gpt":0.2109171859231699,"score_spread":0.1883484286591982,"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."}}