{"id":"W3086846606","doi":"10.1007/s00253-020-10861-z","title":"Biotechnology of Rhodococcus for the production of valuable compounds","year":2020,"lang":"en","type":"review","venue":"Applied Microbiology and Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":176,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Rhodococcus; Bioconversion; Polyhydroxyalkanoates; Biotechnology; Bioremediation; Biotransformation; Biology; Bioproducts; Bacteria; Biochemical engineering; Chemistry; Biochemistry; Fermentation; Biofuel; Engineering; Enzyme","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":[0.0003157932,0.001055079,0.0004412798,0.0007021242,0.0001757169,0.0008540151,0.0002869424,0.000620697,0.003214666],"category_scores_gemma":[0.0002404158,0.0001819161,0.0007317976,0.0009250913,0.0002182448,0.0005674896,0.0005756815,0.000953901,0.002862477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004501649,"about_ca_system_score_gemma":0.0005803884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007351849,"about_ca_topic_score_gemma":0.001220709,"domain_scores_codex":[0.9996845,0.00005745381,0.00002695879,0.00006346519,0.0001184478,0.00004922831],"domain_scores_gemma":[0.9999309,0.000009136432,0.00002239751,0.000009231646,0.00001924334,0.000009216885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000112561,0.0001560982,0.0007731709,0.003034752,0.00006103993,0.0007043186,0.00008727255,0.0007716704,0.840516,0.005966369,0.004771522,0.1430453],"study_design_scores_gemma":[0.00004518599,0.0005686946,0.003745289,0.0006838241,0.0001656267,0.001746666,0.0001689072,0.001220735,0.7735748,0.002966321,0.2150632,0.00005077311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4216921,0.2958613,0.108317,0.01497505,0.002924869,0.001367562,0.01071391,0.002409019,0.1417391],"genre_scores_gemma":[0.7269964,0.1403386,0.08716378,0.001416107,0.0002037712,0.0004497053,0.005898135,0.0002088659,0.03732466],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003214666,"threshold_uncertainty_score":0.01075411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516443987371451,"score_gpt":0.2518716801219999,"score_spread":0.2367072402482854,"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."}}