{"id":"W4401112704","doi":"10.3390/en17153759","title":"3D Numerical Modeling to Assess the Energy Performance of Solid–Solid Phase Change Materials in Glazing Systems","year":2024,"lang":"en","type":"article","venue":"Energies","topic":"Phase Change Materials Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Glazing; Materials science; Phase-change material; Environmental science; Phase (matter); Nuclear engineering; Range (aeronautics); Composite material; Structural engineering; Phase change; Thermodynamics; Engineering; Chemistry; 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":[0.0002483693,0.0005240404,0.0003997154,0.0003318637,0.0002723932,0.0007426819,0.0005370928,0.0008547209,0.002004834],"category_scores_gemma":[0.0006394653,0.0002887895,0.0006257655,0.0003988348,0.0002898689,0.0005250275,0.0003955408,0.0003840795,0.0003530782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005022084,"about_ca_system_score_gemma":0.0006688078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004976613,"about_ca_topic_score_gemma":0.004518887,"domain_scores_codex":[0.9998311,0.000028236,0.00000850564,0.00001943536,0.00009378864,0.00001892227],"domain_scores_gemma":[0.9997907,0.0001022202,0.00002757233,0.00002872989,0.00004286616,0.000007918741],"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":[0.00002793669,0.00004040631,0.001102979,0.00007374206,0.00001195269,0.00005375783,0.00004651483,0.9729555,0.01754607,0.001608282,0.0001968838,0.006336061],"study_design_scores_gemma":[0.000003812567,0.00001670292,0.0002725728,0.00000404655,0.000002627697,0.00001456705,0.00001339567,0.9960877,0.002792884,0.0001842966,0.0006028152,0.000004593233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4893747,0.0007016255,0.4861167,0.0003275691,0.0001065196,0.000216659,0.001021706,0.001114499,0.02102],"genre_scores_gemma":[0.9204841,0.0003978563,0.07538914,0.00004399605,0.0000085355,0.0001897227,0.0003624906,0.00008778729,0.003036356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004976613,"threshold_uncertainty_score":0.009895265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039187116085309,"score_gpt":0.3592246274843329,"score_spread":0.2553059158758021,"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."}}