{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004533914,0.000548263,0.0005808314,0.0002166516,0.0001029817,0.00006177236,0.0004522459,0.0005566395,0.000007003307],"category_scores_gemma":[0.000261066,0.0005236989,0.0002019591,0.0004347116,0.0002163111,0.00001250993,0.0004361771,0.0003557655,0.00002698007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000584104,"about_ca_system_score_gemma":0.0003157403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003994974,"about_ca_topic_score_gemma":0.00001135237,"domain_scores_codex":[0.99717,0.000143855,0.0005792665,0.001328929,0.000344339,0.0004336536],"domain_scores_gemma":[0.9967837,0.00001574331,0.0005985412,0.001827293,0.000623983,0.0001506887],"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":[0.0001351065,0.0001773531,0.00256188,0.0004031773,0.0002508859,0.00001466522,0.000004936501,0.002107191,0.9935159,0.00002331091,0.0008040968,0.000001473985],"study_design_scores_gemma":[0.0003472781,0.0002815791,0.01001502,0.0002243488,0.00018321,7.63087e-8,0.00000355426,0.00008342697,0.985232,8.630303e-7,0.003075123,0.0005535291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960157,0.0007975075,0.001003906,0.0001336298,0.0009487988,0.0007187994,0.0002346102,0.0001387094,0.000008336201],"genre_scores_gemma":[0.9973153,0.0006228713,0.00102476,0.00008534751,0.0004607787,0.0002111009,0.00001813621,0.0001701909,0.00009152891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008283936,"threshold_uncertainty_score":0.9997215,"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."}}