{"id":"W4411724898","doi":"10.1021/acs.langmuir.5c01690","title":"Smartphone-Aided Colorimetric Assay: Enhanced Peroxidase Mimicking Activity of Quasi Cube-Like 2D-Co-MOF/CN Label-Free Nanozyme for Selective/Visual Recognition of 4,4′-(propane-2,2-diyl)diphenol","year":2025,"lang":"en","type":"article","venue":"Langmuir","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SR Research (Canada)","funders":"","keywords":"Chemistry; RGB color model; Detection limit; Absorbance; Bisphenol A; Hydrogen peroxide; Naked eye; Combinatorial chemistry; Computer science; Chromatography; Organic chemistry; Artificial intelligence","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":[0.0003085898,0.0007034222,0.0005614924,0.0002536265,0.0001081085,0.0003674479,0.0008273129,0.0009639785,0.001202855],"category_scores_gemma":[0.0004411547,0.0003171739,0.0004191434,0.0001638858,0.0001979194,0.0003435152,0.0003943878,0.0004998387,0.0007081729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220838,"about_ca_system_score_gemma":0.0001679777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006244123,"about_ca_topic_score_gemma":0.0009485878,"domain_scores_codex":[0.9996454,0.00003488906,0.00001884473,0.0001321461,0.0001204906,0.00004835517],"domain_scores_gemma":[0.9998426,0.00003032171,0.0000321164,0.0000143834,0.00005772165,0.00002285969],"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":[0.00004853293,0.00001468674,0.0001160854,0.00008165915,0.00000747397,0.00004032275,0.00001976602,0.00006500874,0.9962729,0.0000313163,0.0001134656,0.00318879],"study_design_scores_gemma":[0.00001386112,0.0001346689,0.0009904399,0.000006482165,0.00001701382,0.0001936869,0.00001624175,0.005886152,0.9914234,0.00001686021,0.001283267,0.00001788897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8763735,0.00225375,0.1158744,0.0003702297,0.0002503376,0.0002593058,0.0008402211,0.001965215,0.001812969],"genre_scores_gemma":[0.8708575,0.001125607,0.120806,0.0003091173,0.00003932695,0.0003411642,0.0006597954,0.00007437665,0.005787078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001202855,"threshold_uncertainty_score":0.00402391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371311600920515,"score_gpt":0.3142982244811512,"score_spread":0.290585108471946,"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."}}