{"id":"W2330310048","doi":"10.1016/j.egypro.2015.11.365","title":"Investigating the Effect of Control Strategy on the Shift of Energy Consumption in a Building Integrated with PCM Wallboard","year":2015,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Phase Change Materials Research","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Building envelope; Phase-change material; Thermal energy storage; Energy consumption; Latent heat; Thermal; Envelope (radar); Thermal mass; Environmental science; Control (management); Thermal comfort; Peak demand; Point (geometry); Energy (signal processing); Automotive engineering; Engineering; Phase change; Computer science; Electrical engineering; Meteorology; Thermodynamics; Electricity; Aerospace engineering; Engineering physics; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002193626,0.0003738122,0.0002660181,0.0002155697,0.0002360811,0.0004116242,0.0002850202,0.0004031171,0.001433388],"category_scores_gemma":[0.0007691329,0.0001263925,0.000283365,0.0001534734,0.0002964468,0.0002735124,0.0001943404,0.0002734087,0.00008600992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002788454,"about_ca_system_score_gemma":0.0002446794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004295305,"about_ca_topic_score_gemma":0.004421624,"domain_scores_codex":[0.9998938,0.00001618338,0.000006054885,0.0000188643,0.00002454023,0.0000404866],"domain_scores_gemma":[0.9996785,0.0001741107,0.00005050435,0.00001818394,0.00005775105,0.00002095745],"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":[0.002129442,0.000746589,0.008188884,0.0007167099,0.0001194486,0.0005968478,0.0003192757,0.6983777,0.2489379,0.001486144,0.0004307093,0.03795028],"study_design_scores_gemma":[0.00007368158,0.002589723,0.01546242,0.00003543969,0.0001489596,0.00008391013,0.0004319222,0.8741182,0.1062145,0.0002468454,0.0005542179,0.00004015116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912491,0.0001203825,0.006141383,0.00004082294,0.00001607467,0.00002116281,0.00003169521,0.0000365203,0.00234293],"genre_scores_gemma":[0.9993905,0.00002166347,0.0004564958,0.000003478989,4.697898e-7,0.000004457858,0.000005656884,0.000001379169,0.0001159054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004295305,"threshold_uncertainty_score":0.00854063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103739284209181,"score_gpt":0.2571601610817678,"score_spread":0.2261227682396759,"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."}}