{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002037611,0.0003470778,0.0003392099,0.0002818502,0.000363368,0.0007989625,0.0005406371,0.0003904319,0.004549613],"category_scores_gemma":[0.0004424582,0.0001264065,0.0001985587,0.0002250562,0.0001628722,0.0004938949,0.0002078421,0.0003071668,0.0009204838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003184707,"about_ca_system_score_gemma":0.0003187304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004870197,"about_ca_topic_score_gemma":0.004516908,"domain_scores_codex":[0.9997643,0.0000384041,0.00001307117,0.0000445997,0.0001024584,0.000037151],"domain_scores_gemma":[0.9997709,0.00005656721,0.00001802281,0.00003326284,0.00009946428,0.00002169515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004264707,0.001838434,0.01062625,0.0004072741,0.0001854739,0.00108379,0.0005109326,0.1775067,0.3109582,0.01112119,0.01780317,0.463694],"study_design_scores_gemma":[0.0001564965,0.0002222827,0.003130846,0.00001029316,0.00005785097,0.0001855779,0.00004898326,0.8815771,0.1056343,0.001412754,0.007535391,0.00002807306],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5342439,0.0005629205,0.4006814,0.0005712686,0.0002238451,0.0003009966,0.0003374458,0.02306768,0.04001041],"genre_scores_gemma":[0.9870711,0.00005213964,0.007036929,0.00005849094,0.00001427824,0.0000338579,0.00006812066,0.00008936444,0.005575773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004870197,"threshold_uncertainty_score":0.01521999,"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."}}