{"id":"W1989054518","doi":"10.1016/j.rser.2012.04.053","title":"Modeling of phase change materials for applications in whole building simulation","year":2012,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Reviews","topic":"Phase Change Materials Research","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Public Works and Government Services Canada; Concordia University; Government of Canada","keywords":"Renewable energy; Thermal energy storage; Computational fluid dynamics; Phase-change material; Phase change; Efficient energy use; Computer science; Energy storage; Process engineering; Thermal; Engineering; Mechanical engineering; Simulation; Power (physics); Electrical engineering; Aerospace engineering","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":[0.000319541,0.0005254729,0.001055383,0.0004690945,0.000739209,0.001029643,0.001654822,0.001967715,0.006298101],"category_scores_gemma":[0.001241184,0.000679519,0.0009039665,0.0006959859,0.0006463351,0.001003774,0.0007116707,0.0008690743,0.0005467326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009557182,"about_ca_system_score_gemma":0.001279591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01381832,"about_ca_topic_score_gemma":0.008448004,"domain_scores_codex":[0.9998488,0.00005212626,0.000005266026,0.00001611913,0.00004755038,0.00003013932],"domain_scores_gemma":[0.9996492,0.0002111713,0.00002084708,0.00003344071,0.00005553483,0.00002980923],"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":[0.000009195588,0.00001381513,0.0001070831,0.0000151791,0.000005761437,0.00001876736,0.00001207314,0.995146,0.00054813,0.003025689,0.0001165569,0.0009816245],"study_design_scores_gemma":[0.000005707512,0.0000046819,0.00004010155,0.000002159675,0.000002146018,0.000004071812,0.000004565113,0.998529,0.0001886652,0.0008201995,0.0003964728,0.000002241184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3117803,0.001046859,0.5982153,0.00125416,0.0002685721,0.0003208205,0.001161034,0.0009866641,0.08496628],"genre_scores_gemma":[0.9390261,0.0006345553,0.04828705,0.0001449686,0.00005096255,0.0003819302,0.0004330577,0.000283046,0.01075834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01381832,"threshold_uncertainty_score":0.02747577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07992320532113283,"score_gpt":0.3520083054084588,"score_spread":0.272085100087326,"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."}}