{"id":"W4404572351","doi":"10.1021/acs.analchem.4c02203","title":"A Fe/Zn Dual Single-Atom Nanozyme with High Peroxidase Activities for Detection of Penicillin G","year":2024,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Key Research and Development Program of China; Shanxi Scholarship Council of China","keywords":"Chemistry; Peroxidase; Penicillin; Imidazole; Combinatorial chemistry; Enzyme; Antibiotics; Biochemistry","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":[0.0001280199,0.0003147811,0.0002886263,0.0001516541,0.0001111158,0.0002553529,0.0004615143,0.0005145472,0.000445041],"category_scores_gemma":[0.0001606575,0.0002149355,0.0002175112,0.00009358789,0.0001569303,0.0002130782,0.0002067741,0.0003276146,0.0003505176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705387,"about_ca_system_score_gemma":0.0001269973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000293398,"about_ca_topic_score_gemma":0.000461261,"domain_scores_codex":[0.9998505,0.00001665213,0.00001009203,0.00005146661,0.00005046653,0.0000208457],"domain_scores_gemma":[0.9999287,0.000007346384,0.00001604058,0.000008317601,0.00002047841,0.00001896738],"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":[0.00001733974,0.00001142324,0.00006007591,0.00001754718,0.000001671928,0.00001713349,0.000003084683,0.00005181377,0.9984006,0.000037609,0.0000219203,0.001359748],"study_design_scores_gemma":[0.000008660399,0.00008202634,0.0004433672,0.000001216037,0.000004478509,0.0001167513,0.000002848903,0.001932167,0.9964473,0.00001140431,0.0009461269,0.000003714079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519902,0.001334285,0.04368294,0.0003131647,0.00008105659,0.00006978944,0.0001590887,0.0005360582,0.001833453],"genre_scores_gemma":[0.9491307,0.0004352225,0.04639879,0.00006723383,0.00001148462,0.00004359981,0.0001538482,0.00003000074,0.003728998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005145472,"threshold_uncertainty_score":0.00196296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381548422376754,"score_gpt":0.2532820915665036,"score_spread":0.239466607342736,"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."}}