{"id":"W4315478954","doi":"10.1101/2023.01.09.523336","title":"Heterologous production of cyanophycin with <i>Tatumella morbirosei</i> cyanophycin synthetase","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Heterologous; Escherichia coli; Biochemistry; Enzyme; Chemistry; Biology; Gene","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":[0.0002163348,0.000662627,0.0003631067,0.000193719,0.0001380994,0.000421102,0.0003063079,0.0002800376,0.0005027992],"category_scores_gemma":[0.0002039364,0.000132339,0.000304996,0.0004339946,0.0001977158,0.0001878727,0.000397042,0.000528884,0.0003753207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005159518,"about_ca_system_score_gemma":0.0002002102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001858299,"about_ca_topic_score_gemma":0.001430957,"domain_scores_codex":[0.9997545,0.00003933357,0.00002437223,0.00005583527,0.00007617372,0.00004987407],"domain_scores_gemma":[0.9998876,0.00002001437,0.00003205404,0.00002114981,0.00001828273,0.00002092834],"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":[0.00001413791,0.000008777685,0.00008196248,0.00001374623,0.000003459336,0.00002052279,0.000005673427,0.00003839746,0.9994951,0.00002834758,0.000009444279,0.000280334],"study_design_scores_gemma":[0.000002233952,0.00003672912,0.001005062,0.000002056832,0.000006551345,0.00006188405,0.00001251059,0.0004181553,0.9976466,0.00001018091,0.0007951796,0.000002840039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927048,0.0004916581,0.005049319,0.00006907997,0.00002813986,0.0000264259,0.0004088226,0.0001042365,0.001117389],"genre_scores_gemma":[0.9913325,0.0003030894,0.004641857,0.00003459989,0.000007602798,0.00001881847,0.001191726,0.00005855909,0.002411282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001858299,"threshold_uncertainty_score":0.003743529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071840836228923,"score_gpt":0.2106309494567119,"score_spread":0.1999125410944226,"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."}}