{"id":"W4411874210","doi":"10.1016/j.envres.2025.122246","title":"Sustainable repurposing of CNT decorated oxygen-deficient perovskite LaNi0.5Co0.5O3-γ for antimony removal and reuse of the spent adsorbent in high-performance supercapacitor devices","year":2025,"lang":"en","type":"article","venue":"Environmental Research","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministry of Education, Ethiopia; Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Institute of Infection and Immunity; Ministry of Environment; King Saud University","keywords":"Repurposing; Reuse; Adsorption; Materials science; Supercapacitor; Antimony; Perovskite (structure); Chemical engineering; Chemistry; Waste management; Electrode; Metallurgy; Capacitance; Engineering; Organic chemistry","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":[0.00007099334,0.0002473951,0.0001595027,0.0001950456,0.0001472348,0.0002426494,0.0002498931,0.0002273486,0.0009542079],"category_scores_gemma":[0.0001020455,0.0001189159,0.0002280405,0.000163626,0.0001102526,0.0002328295,0.0002067761,0.000290483,0.0003466247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001876984,"about_ca_system_score_gemma":0.0001974196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008513222,"about_ca_topic_score_gemma":0.003866288,"domain_scores_codex":[0.9999496,0.000003205577,0.000002953442,0.00000980307,0.00001831996,0.00001608781],"domain_scores_gemma":[0.999969,0.000004412796,0.000005587914,0.000003080441,0.000009668796,0.000008201467],"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":[0.00005442081,0.00002375857,0.0001441706,0.00008224038,0.000006012106,0.0001085362,0.00001822321,0.0002750834,0.9951697,0.0001607074,0.0002286877,0.003728369],"study_design_scores_gemma":[0.000006314561,0.00008797626,0.0005580886,0.000005260118,0.00001012069,0.00003885122,0.0000279615,0.00188162,0.9960371,0.00004575187,0.001295763,0.000005247992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915885,0.001041964,0.003035139,0.000120598,0.00008276296,0.0000204336,0.0003212697,0.00016232,0.003627028],"genre_scores_gemma":[0.9963618,0.0004827747,0.001382488,0.00002575587,0.000005500387,0.00001030111,0.0001427877,0.00001556253,0.001573087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009542079,"threshold_uncertainty_score":0.003192127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198599671758282,"score_gpt":0.2831025598115307,"score_spread":0.2611165630939479,"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."}}