{"id":"W4406939594","doi":"10.1016/j.jallcom.2025.178921","title":"Construction of crystalline/amorphous heterostructures to enhance the supercapacitor performance of a high-entropy sulfide","year":2025,"lang":"en","type":"article","venue":"Journal of Alloys and Compounds","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Xi'an University of Architecture and Technology; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Supercapacitor; Heterojunction; Amorphous solid; Sulfide; Materials science; Nanotechnology; Chemical engineering; Chemistry; Optoelectronics; Metallurgy; Electrochemistry; Crystallography; Engineering; Physical chemistry; Electrode","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":[0.00005086043,0.0001446808,0.0001135772,0.0001159284,0.0001566597,0.0002642152,0.0002049961,0.0001487288,0.0005324028],"category_scores_gemma":[0.00006021629,0.0001244019,0.0001095036,0.0001610119,0.0001112463,0.0001725872,0.0001477919,0.0002101556,0.0001307432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805296,"about_ca_system_score_gemma":0.0001652248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005075182,"about_ca_topic_score_gemma":0.001726564,"domain_scores_codex":[0.9999756,0.000001972819,0.000001833843,0.000006093075,0.000007759543,0.000006836935],"domain_scores_gemma":[0.9999683,0.000004228415,0.000006372319,0.000005011885,0.000008100456,0.000008017321],"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":[0.00002678341,0.00001695012,0.0001980346,0.0000336581,0.000005666791,0.00005568478,0.00001860147,0.0001940722,0.997717,0.0005441539,0.00009498515,0.001094341],"study_design_scores_gemma":[0.000009684241,0.0001148524,0.001040153,0.000003013768,0.000009137169,0.00005588436,0.00003535565,0.004525255,0.993052,0.00009373582,0.001056801,0.000004153007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964679,0.0001606353,0.001863043,0.0000312844,0.00001974901,0.000007144552,0.00008626432,0.00004031319,0.001323696],"genre_scores_gemma":[0.9974468,0.0001271895,0.001639313,0.000007515387,0.00000393299,0.000006105656,0.00006730337,0.000008580877,0.0006933037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005324028,"threshold_uncertainty_score":0.001781046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005812648582604889,"score_gpt":0.2291555856275034,"score_spread":0.2233429370448985,"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."}}