{"id":"W4405444581","doi":"10.1680/jenes.24.00080","title":"CoFe<sub>2</sub>O<sub>4</sub>/graphene oxide/ostrich eggshell/chitosan/polypyrrole nanocomposite for removal 4-nitrophenol","year":2024,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polypyrrole; Chitosan; Graphene; Nanocomposite; Oxide; Eggshell; Materials science; Chemical engineering; 4-Nitrophenol; Eggshell membrane; Chemistry; Nuclear chemistry; Polymer chemistry; Nanotechnology; Polymer; Nanoparticle; Composite material; Polymerization; Ecology","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":[0.0001148228,0.00047074,0.0002619028,0.0002619884,0.00009054317,0.0001388163,0.000201905,0.000362077,0.0004337844],"category_scores_gemma":[0.0001881735,0.0002097811,0.0003370947,0.0001559233,0.0001150094,0.0001773165,0.0001433723,0.0002080346,0.0001452186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021624,"about_ca_system_score_gemma":0.0001726315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614855,"about_ca_topic_score_gemma":0.004281929,"domain_scores_codex":[0.9998904,0.00001117775,0.000009142827,0.00002366893,0.00004909975,0.00001637986],"domain_scores_gemma":[0.9999057,0.00002070291,0.00003484577,0.000005587752,0.00002455319,0.000008686496],"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":[0.0000306756,0.0000122703,0.0001313356,0.00005011072,0.000006078912,0.00002222759,0.000003167835,0.0004245681,0.9980908,0.00001180044,0.000009090817,0.001207853],"study_design_scores_gemma":[0.000003985196,0.0001435318,0.002752073,0.000002894951,0.00002716518,0.00007066395,0.000009164129,0.00578215,0.9908376,0.000007963428,0.0003573319,0.000005450037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896894,0.0005466691,0.008916646,0.00002827749,0.00001115021,0.00002713101,0.0000826355,0.00006661341,0.0006313819],"genre_scores_gemma":[0.9822899,0.0005181624,0.01534646,0.00002398199,0.000004127261,0.00003063008,0.0001080062,0.00001494536,0.001663823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001614855,"threshold_uncertainty_score":0.003210962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004545330459499371,"score_gpt":0.1916314979704062,"score_spread":0.1870861675109068,"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."}}