{"id":"W2031602233","doi":"10.1016/s1389-1723(00)88726-5","title":"Synergistic effect of active oxygen species and alginate on chitinase production by Wasabia japonica cells and its application","year":2000,"lang":"en","type":"article","venue":"Journal of Bioscience and Bioengineering","topic":"Studies on Chitinases and Chitosanases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Chitinase; Aeration; Oxygen; Bioreactor; Chemistry; Chitin; Elicitor; Biochemistry; Food science; Calcium alginate; Chromatography; Enzyme; Chitosan; Calcium; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001117307,0.00009513395,0.0001318493,0.00003800554,0.0000619746,0.00001261326,0.00005138694,0.00003315043,0.000001960378],"category_scores_gemma":[0.00004841599,0.00007017005,0.00002562526,0.00006893581,0.00009216691,0.000009810453,0.00002205464,0.00004951863,1.338592e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004702609,"about_ca_system_score_gemma":0.00000707013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002202584,"about_ca_topic_score_gemma":8.531012e-7,"domain_scores_codex":[0.9995074,0.00001305864,0.0001358894,0.0001527649,0.00008867744,0.0001022098],"domain_scores_gemma":[0.9997562,0.00001856988,0.00008595135,0.00005744671,0.00002701905,0.00005485046],"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":[0.00008726194,0.00001759198,0.00008604839,0.00004490743,0.0000141515,9.879308e-7,0.00002248927,0.00007203986,0.9871934,0.00000648198,0.00005925489,0.01239539],"study_design_scores_gemma":[0.0002201426,0.0009825922,0.005735488,0.00005215749,0.00002090789,0.00003056815,0.00005596755,0.0001959334,0.9916162,0.000001897385,0.001008258,0.00007981241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977759,0.001831053,0.00004870571,0.0001459043,0.00005316683,0.00007955075,0.00001593674,0.000002121655,0.00004762972],"genre_scores_gemma":[0.9963666,0.003432621,0.00003675932,0.00001682191,0.00009081547,0.000001894859,0.000002210203,0.000004532531,0.00004781332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01231558,"threshold_uncertainty_score":0.2861452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003217720364111764,"score_gpt":0.2066110052825224,"score_spread":0.2033932849184106,"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."}}