{"id":"W3095654893","doi":"10.14447/jnmes.v23i3.a09","title":"Performance Evaluation of a Solar PV/T Water Heater Integrated with Inorganic Salt Based Energy Storage Medium","year":2020,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermal energy storage; Materials science; Phase-change material; Solar energy; Energy storage; Thermal; Mass flow rate; Tube (container); Environmental science; Differential scanning calorimetry; Salt water; Composite material; Nuclear engineering; Environmental engineering; Electrical engineering; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001294096,0.0002807372,0.0008278567,0.00009135729,0.00004762481,0.00006530437,0.0003219653,0.000196868,0.0002856336],"category_scores_gemma":[0.0001389786,0.0001639599,0.0001299517,0.0001780003,0.00003208748,0.0001807868,0.0000198329,0.0001399703,0.000007545559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002387143,"about_ca_system_score_gemma":0.0004370582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004741568,"about_ca_topic_score_gemma":0.00001342686,"domain_scores_codex":[0.9969954,0.0002972038,0.001123393,0.0002204854,0.00096777,0.0003957307],"domain_scores_gemma":[0.9976398,0.00006143531,0.0007923233,0.0001758556,0.00111869,0.0002119021],"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":[0.002672626,0.00004420979,0.0000685558,0.0002827279,0.0002090795,0.000002911901,0.0003780361,0.0008993636,0.99458,0.00001387862,0.0007268905,0.0001216926],"study_design_scores_gemma":[0.003131191,0.001382132,0.00002530267,0.0002956277,0.0002468942,0.0001198224,0.0000664548,0.008355569,0.9803897,0.00003293484,0.005738784,0.0002155969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941344,0.0002569532,0.004401581,0.0002291027,0.0005568124,0.0003374609,0.00001246547,0.00002928093,0.00004191145],"genre_scores_gemma":[0.998175,0.00000818666,0.00006320749,0.0001439422,0.001398827,0.0000350243,0.00006436673,0.00006130945,0.00005018562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01419034,"threshold_uncertainty_score":0.6686092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134968680669264,"score_gpt":0.2272979791701193,"score_spread":0.2059482923634267,"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."}}