{"id":"W4390685585","doi":"10.2139/ssrn.4687896","title":"Immobilization of Alcalase on Polydopamine Modified Magnetic Particles","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Magnetic nanoparticles; Magnetic bead; Chemistry; Chromatography; Materials science; Nanotechnology; Nanoparticle","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":[0.0001132088,0.0001973458,0.0001439551,0.0001429425,0.0001149486,0.0002612668,0.0002280842,0.000235041,0.0009327039],"category_scores_gemma":[0.0001383407,0.0001077004,0.0001757999,0.0001032897,0.0001396983,0.0001807861,0.000217346,0.0002721235,0.000417216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970783,"about_ca_system_score_gemma":0.00007621141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003756745,"about_ca_topic_score_gemma":0.0005753921,"domain_scores_codex":[0.9999138,0.000008409745,0.000006170364,0.00002579273,0.00002139974,0.00002429595],"domain_scores_gemma":[0.9999125,0.00002228886,0.00002033201,0.00001567553,0.00001381665,0.00001530379],"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":[0.00002536983,0.000005132279,0.00003399712,0.0000126504,0.000002537563,0.00001814363,0.00001128807,0.00003001896,0.9992121,0.0000395339,0.00001026822,0.0005989431],"study_design_scores_gemma":[0.000002093131,0.00002722279,0.0002644606,0.000001326427,0.000003178388,0.00001769772,0.000003797417,0.0002703626,0.9990501,0.00001011181,0.000348122,0.000001496448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942743,0.0004505291,0.003361219,0.0000444199,0.00001703918,0.00001176045,0.00007102735,0.00005654149,0.001713076],"genre_scores_gemma":[0.9929447,0.0002772795,0.003162652,0.00002450758,0.00001024566,0.000009936022,0.0001116037,0.00002125113,0.003437731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009327039,"threshold_uncertainty_score":0.003120184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264062361623375,"score_gpt":0.2470621565084328,"score_spread":0.234421532892199,"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."}}