{"id":"W4396669286","doi":"10.1016/j.est.2024.111710","title":"Role of aloe vera based nanofluids for cool thermal energy storage system: A comparative study","year":2024,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Department of Mechanical Engineering, University of Alberta; SRM Institute of Science and Technology","keywords":"Aloe vera; Nanofluid; Materials science; Zeta potential; Chemistry; Chromatography; Chemical engineering; Nanotechnology; Nanoparticle","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001774887,0.0001767418,0.0003044353,0.0002549656,0.0002848187,0.0005168993,0.0001822498,0.0003035311,0.0007847441],"category_scores_gemma":[0.0002203226,0.00006665236,0.0003235074,0.000189136,0.0002237971,0.0007141808,0.0001718785,0.0002292224,0.0001019082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123635,"about_ca_system_score_gemma":0.0001114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000484455,"about_ca_topic_score_gemma":0.0008315666,"domain_scores_codex":[0.9999068,0.00001694386,0.000007301898,0.00001903379,0.00002960059,0.00002037543],"domain_scores_gemma":[0.999884,0.00004165386,0.0000163444,0.000006397556,0.00004064993,0.00001094865],"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":[0.0003775403,0.00004361403,0.0003071515,0.0003052406,0.0000113426,0.00008987368,0.00004794931,0.0002950433,0.9929363,0.0002759208,0.00005123984,0.005258694],"study_design_scores_gemma":[0.00001265553,0.001094618,0.002507668,0.00002821683,0.00009267731,0.0001203145,0.0002626477,0.004529331,0.9869289,0.0001082565,0.004300397,0.00001417588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931998,0.004123735,0.0009415629,0.00005787909,0.00005725559,0.00001308078,0.00005968033,0.00001506982,0.00153188],"genre_scores_gemma":[0.9968818,0.001315319,0.0006682832,0.00001555538,0.00001029523,0.000005904129,0.00003373077,0.000004031207,0.001065039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007847441,"threshold_uncertainty_score":0.002625287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03070216996676612,"score_gpt":0.2868173684964974,"score_spread":0.2561151985297313,"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."}}