{"id":"W1967410122","doi":"10.1016/j.enconman.2012.03.024","title":"Thermodynamic analyses and assessments of various thermal energy storage systems for buildings","year":2012,"lang":"en","type":"article","venue":"Energy Conversion and Management","topic":"Phase Change Materials Research","field":"Engineering","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Latent heat; Thermal energy storage; Aquifer; Heat pump; Phase-change material; Environmental science; Heating system; Sensible heat; Thermal; Engineering; Heat exchanger; Meteorology; Mechanical engineering; Thermodynamics; Groundwater; Geotechnical engineering; Atmospheric sciences; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001387813,0.000091588,0.0001250736,0.0001230399,0.00003754891,0.00002645549,0.00006516253,0.00003549885,0.00003094042],"category_scores_gemma":[0.000001244997,0.0000846506,0.00002111874,0.00005306702,0.0000226304,0.00009783225,0.00009324056,0.00001620089,4.207252e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002958529,"about_ca_system_score_gemma":0.000001957317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001998745,"about_ca_topic_score_gemma":0.000002872433,"domain_scores_codex":[0.9994707,0.00002594647,0.0001038568,0.00009738154,0.0001144623,0.0001876637],"domain_scores_gemma":[0.9997621,0.00002520343,0.00002735016,0.0001021458,0.00001433207,0.0000688677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002543041,0.0002554976,0.0002845372,0.004459477,0.00200897,0.00002845237,0.0007380018,0.01160344,0.7737874,0.1459831,0.005932276,0.05466454],"study_design_scores_gemma":[0.003080009,0.0002323209,0.001935101,0.0001832159,0.0002743836,0.000007985098,0.0009788012,0.7284366,0.08360378,0.0001116211,0.1805255,0.0006306358],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8580992,0.003605268,0.132572,0.00001603588,0.0006413207,0.0001557509,0.00001905305,0.00007977447,0.004811703],"genre_scores_gemma":[0.9972687,0.001969928,0.0002135264,0.00002216452,0.00004140859,0.00004466571,0.0000172089,0.00001755806,0.0004048893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7168332,"threshold_uncertainty_score":0.3451951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441385647861611,"score_gpt":0.3012615441954588,"score_spread":0.2668476877168426,"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."}}