{"id":"W4386303364","doi":"10.32920/24058722","title":"Building Integrated Thermal Energy Storage Systems","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Thermal energy storage; Thermal; Thermal energy; Heat pump; Slab; Nuclear engineering; Air conditioning; Materials science; Thermodynamics; Physics; Engineering; Heat exchanger","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001845898,0.0006063094,0.0004706234,0.0004764684,0.0004782214,0.0009862708,0.000995632,0.0004631551,0.02436089],"category_scores_gemma":[0.0002479011,0.000262534,0.0003859271,0.0008430057,0.0002030646,0.001017286,0.001008582,0.0006008398,0.005584576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006494208,"about_ca_system_score_gemma":0.0005282527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001831059,"about_ca_topic_score_gemma":0.002628851,"domain_scores_codex":[0.9997541,0.00003021598,0.00001389125,0.00005183233,0.0001017933,0.00004810969],"domain_scores_gemma":[0.9998122,0.00001684108,0.00001241815,0.00005426358,0.00008807773,0.00001631364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007119066,0.000303146,0.003617239,0.0009344239,0.0001590863,0.0006109316,0.0003637818,0.193169,0.1545566,0.03774717,0.04264268,0.5651841],"study_design_scores_gemma":[0.0001676795,0.0009179561,0.006114574,0.0001543037,0.0002623955,0.0009085526,0.0003513894,0.4652031,0.1802437,0.01504408,0.3304638,0.0001683706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2337956,0.003515631,0.4645216,0.0007435648,0.0008890743,0.0004744095,0.003945906,0.02613332,0.2659808],"genre_scores_gemma":[0.9042107,0.0008496553,0.03235997,0.0001283504,0.00005442091,0.0001687177,0.001771776,0.0002017889,0.06025453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02436089,"threshold_uncertainty_score":0.08149529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640746029156505,"score_gpt":0.2112500515709252,"score_spread":0.1948425912793602,"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."}}