{"id":"W4293007722","doi":"10.11159/icbb22.40","title":"Immobilized Biocatalysts in NSAIDs Utilization","year":2022,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chemistry; Computer science; Biochemical engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001994715,0.0001337447,0.0001666817,0.0002721802,0.0001063885,0.00002202877,0.0007238756,0.00006778738,0.00001749704],"category_scores_gemma":[0.0002874667,0.0001063426,0.00008852952,0.001049609,0.0001245276,0.00000910999,0.0006431742,0.0001584988,8.638171e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003963407,"about_ca_system_score_gemma":0.00003752359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001060676,"about_ca_topic_score_gemma":0.00002960987,"domain_scores_codex":[0.9990427,0.000009334287,0.0002567846,0.0003241709,0.0002017142,0.0001652454],"domain_scores_gemma":[0.9994231,0.00001012385,0.0002247784,0.0002674402,0.00006100292,0.00001357901],"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":[0.0001704485,0.0001482458,0.01377746,0.00002843852,0.00003626609,2.411255e-7,0.00002903004,0.0001761699,0.953939,0.008050179,0.01199425,0.01165029],"study_design_scores_gemma":[0.00045131,0.0001533215,0.000791127,0.00002976841,0.00001249129,0.000002482786,0.0005655498,0.00007629976,0.9633637,0.0009262909,0.03350247,0.0001251696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953099,0.000973256,0.000004613938,0.001146946,0.0002407009,0.0003660972,0.00000824903,0.00008617713,0.001864066],"genre_scores_gemma":[0.9951471,0.0001014527,0.0001080982,0.00007010156,0.00001418895,0.0001012757,0.0000222957,0.00001634292,0.004419156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02150823,"threshold_uncertainty_score":0.4336524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686994269811994,"score_gpt":0.2567509795249733,"score_spread":0.2398810368268534,"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."}}