{"id":"W2682619176","doi":"10.3934/bioeng.2017.3.366","title":"Enhanced extracellular chitinase production in <em>Pseudomonas fluorescens</em>: biotechnological implications","year":2017,"lang":"en","type":"article","venue":"AIMS bioengineering","topic":"Studies on Chitinases and Chitosanases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Chitinase; Chitin; Pseudomonas fluorescens; Extracellular; Chemistry; Enzyme; Biochemistry; Pseudomonas; Enzyme assay; Glucosamine; Food science; Bacteria; Microbiology; Biology; Chitosan","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001462453,0.0003197313,0.0002666472,0.0001061016,0.0003711371,0.00009336415,0.0004814453,0.0002812338,0.00001474815],"category_scores_gemma":[0.0004982385,0.000312231,0.0001397676,0.0001366793,0.0001489435,0.00001616588,0.000301765,0.0002133356,0.00001575774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003208313,"about_ca_system_score_gemma":0.00002678053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001318316,"about_ca_topic_score_gemma":0.0002838355,"domain_scores_codex":[0.9982852,0.00001820442,0.0003395313,0.0006958379,0.0001492353,0.0005120017],"domain_scores_gemma":[0.9985667,0.00001166813,0.000148172,0.001095923,0.00007429993,0.000103185],"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":[0.00002951456,0.0001127647,0.0007353066,0.00003143281,0.00004247805,0.0000137847,0.00003588267,0.0003659092,0.9876111,0.0004206122,0.0002779105,0.01032331],"study_design_scores_gemma":[0.0004902055,0.0001734727,0.05031851,0.0000696309,0.00002234226,0.00003766478,0.0001360753,0.0001985137,0.9432757,0.00006111088,0.004772743,0.0004440039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930471,0.002724956,0.002189675,0.0009391914,0.0003566339,0.0003470112,0.0000319484,0.0001057368,0.0002577538],"genre_scores_gemma":[0.9964959,0.001099396,0.001462735,0.00003731669,0.0004930266,0.0001211371,0.00008830718,0.00004382916,0.0001583761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04958321,"threshold_uncertainty_score":0.999933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244001710303934,"score_gpt":0.2422521160927839,"score_spread":0.2298120989897445,"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."}}