{"id":"W4282834471","doi":"10.1016/j.est.2022.105080","title":"Energy consumption of a building with phase change material walls – The effect of phase change material properties","year":2022,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Building envelope; Phase-change material; Materials science; Phase change; Heat flux; Energy consumption; Melting temperature; Envelope (radar); Heat capacity; Composite material; Solar gain; Thermal energy storage; Sensible heat; Environmental science; Thermodynamics; Heat transfer; Engineering physics; Engineering; Solar energy; Electrical engineering; Thermal","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001874241,0.0002735842,0.0004196425,0.0003213679,0.0003163992,0.0004594648,0.000400212,0.0004353788,0.002860745],"category_scores_gemma":[0.0006161923,0.0001823748,0.0004335852,0.0005585331,0.0003105489,0.0005927054,0.0002376681,0.0002262947,0.0004146439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022712,"about_ca_system_score_gemma":0.0002053982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607239,"about_ca_topic_score_gemma":0.003238273,"domain_scores_codex":[0.9998195,0.00003592151,0.00001021814,0.00002792871,0.00005215112,0.00005426305],"domain_scores_gemma":[0.9995056,0.0002701536,0.00004444534,0.00004544465,0.000103418,0.00003088261],"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":[0.00993831,0.001105442,0.09561741,0.0003252276,0.0003303007,0.00213865,0.0002829159,0.3426279,0.505755,0.0016571,0.001520399,0.03870139],"study_design_scores_gemma":[0.00009242476,0.003024228,0.2357104,0.00002870113,0.0004082331,0.0009748069,0.001444636,0.3599429,0.3947483,0.001081823,0.002418203,0.0001254032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986413,0.00003926655,0.0004513502,0.0000175699,0.000004313831,0.000001986531,0.0001009762,0.00001538855,0.0007278594],"genre_scores_gemma":[0.9994749,0.00001412941,0.00009705283,0.000002181147,5.647926e-7,0.000001391568,0.00006686182,0.000005895852,0.0003369075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002860745,"threshold_uncertainty_score":0.009570181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05177252493571314,"score_gpt":0.2882832132431306,"score_spread":0.2365106883074175,"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."}}