{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005852166,0.0006928536,0.0006461248,0.0006276781,0.0002301439,0.001205261,0.0008546278,0.0009106732,0.001136024],"category_scores_gemma":[0.0003277374,0.0004938956,0.0005974777,0.0005377336,0.000377932,0.0005814177,0.0006270381,0.000871641,0.001140335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004983862,"about_ca_system_score_gemma":0.0004270909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008749828,"about_ca_topic_score_gemma":0.001619726,"domain_scores_codex":[0.9996083,0.00009426753,0.00003537805,0.00005947817,0.0001486275,0.00005390651],"domain_scores_gemma":[0.9999148,0.00002652377,0.000008189033,0.000009140284,0.00002587103,0.00001550102],"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":[0.0003217489,0.0001589249,0.0001400933,0.0003991965,0.00004967815,0.0001375095,0.00003203849,0.0005826436,0.974854,0.0008156694,0.0002953119,0.02221323],"study_design_scores_gemma":[0.00002427017,0.0002599213,0.0002438333,0.00002310233,0.00004197366,0.00006627813,0.00001636495,0.0015367,0.9897968,0.00009762995,0.007883833,0.000009316382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7009478,0.1855045,0.08857116,0.001734469,0.002301709,0.0003455506,0.0005619343,0.0005271425,0.01950576],"genre_scores_gemma":[0.8412958,0.0817961,0.04012901,0.0003433527,0.0004763563,0.0002036372,0.0009435751,0.0001001458,0.03471195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001205261,"threshold_uncertainty_score":0.003800392,"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."}}