{"id":"W4378349536","doi":"10.1039/d2np00092j","title":"Cyanophycin and its biosynthesis: not hot but very cool","year":2023,"lang":"en","type":"review","venue":"Natural Product Reports","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Eidgenössische Technische Hochschule Zürich; McGill University","keywords":"Biopolymer; Biosynthesis; Chemistry; Computational biology; Biochemistry; Nanotechnology; Biology; Materials science; Gene; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004633909,0.0004427433,0.0009089272,0.0001324221,0.00009591669,0.00005860104,0.000155482,0.0003850116,0.000008556706],"category_scores_gemma":[0.001228777,0.0003426164,0.00032867,0.0003049322,0.00005083875,0.000008956446,0.0002275326,0.0002826859,0.00002816562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002837685,"about_ca_system_score_gemma":0.0002103642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007953841,"about_ca_topic_score_gemma":0.000005684862,"domain_scores_codex":[0.9974596,0.00009765904,0.0007251018,0.001191194,0.0002377001,0.000288744],"domain_scores_gemma":[0.9983183,0.00002350821,0.0005848011,0.0008126501,0.0001792747,0.0000814583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006497752,0.0001133529,0.0000126395,0.02319303,0.001237017,0.0004918574,0.00002258059,0.000002917332,0.1320998,0.00001710032,0.01730995,0.8254347],"study_design_scores_gemma":[0.00004345974,0.00004525099,0.00002446771,0.001362186,0.0004790077,0.000662617,0.000003808565,0.000001430218,0.08034923,0.00000243236,0.9165453,0.0004808311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006273285,0.9918301,6.875466e-7,0.00002569854,0.0009755671,0.0007555876,0.00003470842,0.00004807803,0.00005630752],"genre_scores_gemma":[0.01339121,0.9763963,0.00001971067,0.00004351841,0.0009161338,0.00008336573,0.00175879,0.0000906858,0.007300313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8992353,"threshold_uncertainty_score":0.9999026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03233067388245862,"score_gpt":0.3010634415683162,"score_spread":0.2687327676858576,"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."}}