{"id":"W2105738289","doi":"10.51847/uqln8th","title":"10.51847/UQln8tH","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glutaraldehyde; Immobilized enzyme; Chemistry; Nanoparticle; Particle size; Magnetic nanoparticles; Thermal stability; Fourier transform infrared spectroscopy; Nuclear chemistry; Chromatography; Enzyme; Chemical engineering; Materials science; Nanotechnology; Organic chemistry; Physical chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005758103,0.0000742304,0.0000679856,0.00001842166,0.00003512055,0.00001494408,0.0000997829,0.00005657625,0.8962529],"category_scores_gemma":[0.00002031285,0.00007139346,0.00004478823,0.00008361402,0.00001467202,0.000002002212,0.00002486615,0.00002081187,0.7389771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005114243,"about_ca_system_score_gemma":0.00001384059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002916234,"about_ca_topic_score_gemma":1.447377e-7,"domain_scores_codex":[0.9995283,0.00001620568,0.00009116425,0.0001852126,0.00005940493,0.0001196517],"domain_scores_gemma":[0.9996449,0.000002226075,0.0000138617,0.0002450613,0.00003316938,0.00006076992],"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":[0.0000798719,0.0000614008,0.000001437569,0.000004115924,0.00002998539,8.385585e-7,0.000006309511,0.0002941394,0.1912151,0.000001120909,0.09211279,0.7161928],"study_design_scores_gemma":[0.000110355,0.0001377924,0.00003889295,0.000002675391,0.000008505041,0.000002479816,4.73998e-7,0.0000393194,0.02688321,3.315133e-7,0.9726779,0.00009804959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03969569,0.0001828603,0.00001111836,0.00007360594,0.000002100052,0.0001026207,0.00001069969,0.00001902579,0.9599023],"genre_scores_gemma":[0.006473801,0.000002658775,0.00005977726,0.0001105155,0.0001173511,0.00001106572,0.0002670593,0.00001390638,0.9929439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8805651,"threshold_uncertainty_score":0.2911341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004178581724295593,"score_gpt":0.1868964637502107,"score_spread":0.1827178820259151,"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."}}