{"id":"W2053813838","doi":"10.4236/sgre.2011.23028","title":"Energy Consumption Control of an Air Conditioner Using Web Services","year":2011,"lang":"en","type":"article","venue":"Smart Grid and Renewable Energy","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Air conditioning; Smart grid; Energy consumption; Control (management); Thermal comfort; Energy management; Grid; Architectural engineering; Automotive engineering; Information and Communications Technology; Consumption (sociology); Engineering; Energy (signal processing); Telecommunications; Computer science; Electrical engineering; World Wide Web","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":[0.0001133288,0.0002463339,0.0003058431,0.000211855,0.00009560745,0.00001792773,0.0001535295,0.0001266756,0.0002090748],"category_scores_gemma":[0.000001408196,0.0002377447,0.00005954056,0.000145398,0.0000934815,0.0003267977,0.00004744171,0.00004820437,0.000002345613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003575055,"about_ca_system_score_gemma":0.00001774342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00562992,"about_ca_topic_score_gemma":0.002571896,"domain_scores_codex":[0.9988507,0.00005571056,0.0003338021,0.0002692298,0.0001718542,0.0003187159],"domain_scores_gemma":[0.9993798,0.00002193969,0.00008080394,0.0003147769,0.00005442077,0.0001483204],"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":[0.00006741747,0.0001203205,0.003472287,0.0002625711,0.0003631358,0.00002574344,0.0001680006,0.9351518,0.05274118,0.005133432,0.001489042,0.00100512],"study_design_scores_gemma":[0.002057771,0.000159224,0.003783448,0.0001346765,0.0001945134,0.00003931003,0.0001764967,0.8203145,0.09968308,0.0007827963,0.07196301,0.0007112068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.90177,0.002642426,0.0677141,0.00001862659,0.005391367,0.0001245282,0.0001114653,0.0007095718,0.0215179],"genre_scores_gemma":[0.9974645,0.0005723519,0.0008348855,0.0001795415,0.0005263422,0.0000234876,0.00008718506,0.0000515274,0.0002602006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1148373,"threshold_uncertainty_score":0.9694948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183317827433681,"score_gpt":0.1861818493592198,"score_spread":0.174348671084883,"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."}}