{"id":"W4321164681","doi":"10.1002/adma.202211041","title":"Nanozymes: Definition, Activity, and Mechanisms","year":2023,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":581,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanomaterials; Nanotechnology; Catalysis; Biochemical engineering; Materials science; Chemistry; Computer science; Combinatorial chemistry; Engineering; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001311494,0.001322891,0.001513896,0.00323538,0.000819301,0.004219864,0.001970564,0.002472616,0.002048691],"category_scores_gemma":[0.00122364,0.0005489853,0.0007106782,0.003523924,0.004278763,0.004053677,0.002230866,0.003716793,0.00187116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720579,"about_ca_system_score_gemma":0.001564997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008300972,"about_ca_topic_score_gemma":0.000572542,"domain_scores_codex":[0.9983168,0.0003412112,0.0002240321,0.0004344526,0.0005475783,0.0001360299],"domain_scores_gemma":[0.9994211,0.0001703253,0.0001321853,0.00006173812,0.000153291,0.00006138036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001284814,0.0001296462,0.001139617,0.00433971,0.00005481041,0.0005676384,0.001318054,0.001102861,0.04095836,0.668812,0.02128359,0.2601652],"study_design_scores_gemma":[0.00000696683,0.0001045214,0.0005223003,0.0006310051,0.00002099149,0.001353472,0.0002714125,0.0007152962,0.01385879,0.05890509,0.923558,0.00005224999],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0123275,0.7498698,0.1355772,0.009585821,0.005388406,0.0003490582,0.001086258,0.0006287195,0.0851872],"genre_scores_gemma":[0.1142419,0.6162726,0.1862909,0.008768233,0.004533555,0.002050842,0.002852474,0.0004323134,0.06455716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004219864,"threshold_uncertainty_score":0.01248372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215829199504062,"score_gpt":0.2703681814792174,"score_spread":0.2487852615288112,"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."}}