{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001818963,0.0002825374,0.0005798919,0.0002368246,0.0002663029,0.0003188328,0.0005254989,0.0004071995,0.001307069],"category_scores_gemma":[0.000203895,0.0001815178,0.0004641349,0.0002807463,0.0001337552,0.0005226962,0.0002409112,0.0001997746,0.0002639012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856613,"about_ca_system_score_gemma":0.000123297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000636156,"about_ca_topic_score_gemma":0.0008994734,"domain_scores_codex":[0.9998379,0.00001659469,0.00001739862,0.00004579232,0.00005800418,0.00002423187],"domain_scores_gemma":[0.9998678,0.0000264033,0.00003208846,0.00001487875,0.0000451698,0.00001366018],"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":[0.0004935052,0.0000621889,0.001588148,0.0001612024,0.00002624834,0.0001290992,0.00004552189,0.001336444,0.9904682,0.00003558935,0.00008212599,0.005571625],"study_design_scores_gemma":[0.00003207384,0.001461586,0.007341224,0.000008742842,0.00005858881,0.0001783107,0.00005756315,0.01248196,0.9776269,0.00001707707,0.0007212463,0.00001468788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976444,0.0001978173,0.001636704,0.00001917385,0.00001378689,0.00001170513,0.00007714904,0.0001293483,0.0002698265],"genre_scores_gemma":[0.9970457,0.0001368919,0.001566882,0.00001427498,0.000005098063,0.00001186704,0.00006918561,0.00001327917,0.001136822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001307069,"threshold_uncertainty_score":0.004372597,"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."}}