{"id":"W4405208870","doi":"10.1002/smll.202408343","title":"Molecularly Imprinted Nanozymes with Substrate Specificity: Current Strategies and Future Direction","year":2024,"lang":"en","type":"review","venue":"Small","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Science Foundation of Shanxi Province; National Natural Science Foundation of China; Shanxi-Zheda Institute of Advanced Materials and Chemical Engineering","keywords":"Nanotechnology; Molecularly imprinted polymer; Materials science; Molecular imprinting; Computer science; Substrate (aquarium); Scalability; Biochemical engineering; Catalysis; Selectivity; Chemistry; Engineering","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":[0.0007145321,0.0009777215,0.0008759479,0.001302731,0.0002161237,0.0009004013,0.0008598406,0.001018931,0.002363288],"category_scores_gemma":[0.0005613158,0.0004881933,0.0004128627,0.001668593,0.0005067026,0.001795853,0.0005842686,0.001708927,0.001675954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005669786,"about_ca_system_score_gemma":0.0008967663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006615578,"about_ca_topic_score_gemma":0.001396642,"domain_scores_codex":[0.9998042,0.0000266479,0.00002123387,0.00004100457,0.00007957446,0.0000273629],"domain_scores_gemma":[0.9997684,0.0001139754,0.00003481866,0.000008941917,0.000051277,0.00002260281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005140874,0.00009782889,0.0001358091,0.02225652,0.00006957468,0.0002553622,0.0001076851,0.0007693129,0.01310792,0.01227646,0.02269597,0.9281762],"study_design_scores_gemma":[0.000009236272,0.0001036105,0.0002891256,0.001394419,0.00005950175,0.0006696862,0.00004969553,0.000216818,0.003279662,0.002130531,0.991776,0.00002186844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002282922,0.9977002,0.0005222157,0.0002609902,0.0001856507,0.000004760549,0.00001217883,0.00001257907,0.001073197],"genre_scores_gemma":[0.001210323,0.9969804,0.0006513949,0.0002038313,0.0001092429,0.00001150111,0.00002237907,0.000002472147,0.0008083796],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002363288,"threshold_uncertainty_score":0.00790602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0340096808701297,"score_gpt":0.3082129316132553,"score_spread":0.2742032507431256,"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."}}