{"id":"W2033244845","doi":"10.1002/jbm.a.34421","title":"Enhanced catalytic activity from proteinoid microspheres","year":2012,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part A","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"Georgia Institute of Technology","keywords":"Catalysis; Phosphodiester bond; Materials science; Hydrolysis; Zinc; Substrate (aquarium); Enzyme; Combinatorial chemistry; Phosphate; Organic chemistry; Chemistry; Biochemistry; Metallurgy","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":[0.0002379059,0.0002855525,0.0002039968,0.000149815,0.00008715317,0.0002490698,0.0001417372,0.000273971,0.0007840029],"category_scores_gemma":[0.0002382287,0.0001119934,0.0001961576,0.0001171449,0.0002013389,0.0002544253,0.0002056839,0.0002976904,0.0002192806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519404,"about_ca_system_score_gemma":0.0001411528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002448406,"about_ca_topic_score_gemma":0.000347692,"domain_scores_codex":[0.999889,0.0000180131,0.000007022089,0.00002617718,0.00003735628,0.00002239995],"domain_scores_gemma":[0.9998885,0.00003796944,0.00002958837,0.000007673282,0.00001662273,0.00001971493],"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":[0.0000273296,0.000003574789,0.00003276573,0.00002039543,0.000001810173,0.00001075505,0.000009091308,0.00004912395,0.9989275,0.00009541935,0.00001436802,0.0008078539],"study_design_scores_gemma":[0.000004117103,0.00007911256,0.0002919174,0.000001408701,0.000002757868,0.00002971773,0.000002807358,0.0001813165,0.9986976,0.00001704841,0.0006900018,0.000002083281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901608,0.001211,0.007059541,0.00005093518,0.00001472023,0.00001791246,0.00008529599,0.00007499006,0.001324683],"genre_scores_gemma":[0.9936802,0.000333238,0.004376022,0.0000171351,0.000005694229,0.00001483911,0.0001242189,0.00001893354,0.001429692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007840029,"threshold_uncertainty_score":0.002622783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0771093253027027,"score_gpt":0.3975153171101877,"score_spread":0.320405991807485,"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."}}