{"id":"W4416795696","doi":"10.1016/j.esci.2025.100506","title":"High-entropy alloys for hydrogen storage, separation, and detection: Recent progress and prospects","year":2025,"lang":"en","type":"article","venue":"eScience","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Guilin University of Electronic Technology; National Key Research and Development Program of China; Bagui Scholars Program of Guangxi Zhuang Autonomous Region; Institut Pengajian Siswazah, Universiti Teknologi MARA; Guangxi University; National Natural Science Foundation of China","keywords":"Hydrogen; Hydrogen technologies; Energy (signal processing); Phase (matter); Hydrogen fuel; Energy carrier","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001338568,0.0006123576,0.0005075106,0.001127493,0.0003894882,0.001686072,0.0006286363,0.001061907,0.003003232],"category_scores_gemma":[0.0008647532,0.0003668572,0.0003839471,0.0013485,0.0007163505,0.002264951,0.0009799802,0.0009820767,0.001280542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005033505,"about_ca_system_score_gemma":0.0006357806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005770969,"about_ca_topic_score_gemma":0.001257834,"domain_scores_codex":[0.9997224,0.00005336715,0.00002339527,0.00005415899,0.0001133262,0.00003333191],"domain_scores_gemma":[0.9995155,0.0002300029,0.00006493372,0.00002312584,0.0001339661,0.00003245338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003601667,0.0004175123,0.003541843,0.02193467,0.0001469348,0.0006632989,0.0008714809,0.004822513,0.09679366,0.1013715,0.01991729,0.7491592],"study_design_scores_gemma":[0.00002702439,0.0008252708,0.001527927,0.002122569,0.0001418766,0.001176092,0.000679246,0.00547295,0.07620008,0.02686397,0.884878,0.00008496763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006960507,0.9774652,0.005142949,0.001300704,0.0002614106,0.00001865726,0.00004273434,0.00004611602,0.008761865],"genre_scores_gemma":[0.05085222,0.9382249,0.006563399,0.0005093201,0.0005842687,0.0000330021,0.0001073164,0.00002863285,0.003096901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003003232,"threshold_uncertainty_score":0.01004684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006609961630501032,"score_gpt":0.244698051508881,"score_spread":0.23808808987838,"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."}}