{"id":"W4321748991","doi":"10.1021/acschembio.2c00728","title":"Discovery and Enzymatic Screening of Genome-Mined Microbial Levanases to Produce Second-Generation β-(2,6)-Fructooligosaccharides: Catalytic Properties","year":2023,"lang":"en","type":"article","venue":"ACS Chemical Biology","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Inulin; In silico; Hydrolysis; Chemistry; Biochemistry; Enzyme; Prebiotic; Biology; Food science; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004328056,0.0006129973,0.0007051484,0.0004919797,0.000158155,0.0006685895,0.0003743605,0.0004158909,0.000512346],"category_scores_gemma":[0.000506097,0.0001627013,0.0006924701,0.0007171322,0.0001544706,0.0002796332,0.0004085544,0.0004641546,0.0004339489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002675512,"about_ca_system_score_gemma":0.0003514766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000455017,"about_ca_topic_score_gemma":0.0008334665,"domain_scores_codex":[0.9997583,0.00003809004,0.00002238297,0.00005706966,0.00008661614,0.00003748035],"domain_scores_gemma":[0.9998046,0.00003961775,0.0000518755,0.00002008339,0.00005019959,0.00003376666],"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":[0.0001217763,0.00009619968,0.00114407,0.0001063803,0.00002315738,0.0001107201,0.00002921382,0.0003898575,0.9933919,0.00004712919,0.00003216672,0.004507412],"study_design_scores_gemma":[0.00003605336,0.001629081,0.02376921,0.00003160848,0.0001936756,0.0009938483,0.0002019487,0.004538501,0.9645216,0.00009986811,0.003960233,0.00002433627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897657,0.001694783,0.006332802,0.00007054967,0.00001023266,0.0001263369,0.001298942,0.00007279472,0.0006276449],"genre_scores_gemma":[0.9619714,0.002295455,0.02593263,0.00006632985,0.00001519336,0.0001188683,0.007554103,0.00004463924,0.002001435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007051484,"threshold_uncertainty_score":0.002288938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03562629641001023,"score_gpt":0.2615036194044919,"score_spread":0.2258773229944817,"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."}}