{"id":"W3128053792","doi":"10.3390/en14030724","title":"Reviewing the Exergy Analysis of Solar Thermal Systems Integrated with Phase Change Materials","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Phase Change Materials Research","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Exergy; Process engineering; Exergy efficiency; Thermal energy storage; Thermal; Solar energy; Phase-change material; Thermodynamics; Heat transfer; Environmental science; Heat transfer fluid; Photovoltaic thermal hybrid solar collector; Nuclear engineering; Materials science; Engineering; Physics; Electrical engineering","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":[0.0003872105,0.0001483129,0.0004811664,0.0001602248,0.00004534165,0.0001105124,0.0001884534,0.00004583241,0.0003209926],"category_scores_gemma":[0.00003526697,0.00008975808,0.00006052368,0.0008959515,0.0000465368,0.0001274141,0.00005646023,0.00005942142,0.00000478188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003729286,"about_ca_system_score_gemma":0.0000193476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003020406,"about_ca_topic_score_gemma":0.00006078385,"domain_scores_codex":[0.9989327,0.0001853507,0.000268784,0.0001414322,0.0002187534,0.0002530047],"domain_scores_gemma":[0.9993461,0.00006081431,0.00005281065,0.0003856822,0.0001174106,0.00003714845],"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":[0.00002585367,0.0000257293,0.00001661397,0.000259174,0.001026893,0.00004730191,0.0008848398,0.02252262,0.9725162,0.0001249438,0.00009718457,0.002452682],"study_design_scores_gemma":[0.0002919828,0.0000219071,0.0001535203,0.0002067107,0.0002671168,0.000005732762,0.0006261366,0.004691236,0.9892702,0.000001030652,0.004328615,0.0001358093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881053,0.01079967,0.0001474035,0.00003030768,0.0002801871,0.0001510214,0.0001472636,0.00009829831,0.000240547],"genre_scores_gemma":[0.9971884,0.002118416,0.00004561969,0.00001416613,0.0001567431,0.0002420528,0.0001316113,0.00003160752,0.00007134297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01783138,"threshold_uncertainty_score":0.3660228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0617323685045757,"score_gpt":0.2894641737324711,"score_spread":0.2277318052278954,"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."}}