{"id":"W2006655756","doi":"10.1007/s10529-014-1587-1","title":"Enhanced production techniques, properties and uses of coenzyme Q10","year":2014,"lang":"en","type":"review","venue":"Biotechnology Letters","topic":"Coenzyme Q10 studies and effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Coenzyme Q10; Metabolic engineering; Biochemistry; Cofactor; Escherichia coli; Biosynthesis; Coenzyme Q – cytochrome c reductase; Metabolic pathway; Fermentation; Synthetic biology; Respiratory chain; Chemistry; Biology; Computational biology; Biotechnology; Metabolism; Enzyme; Gene; Mitochondrion","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":[0.0006773624,0.0008889642,0.0006859164,0.001287131,0.0001843383,0.000719134,0.000877169,0.0008239615,0.00114241],"category_scores_gemma":[0.0005413363,0.000319636,0.0002846254,0.001477884,0.0006170239,0.001085836,0.0006472434,0.00133286,0.0009602165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008022254,"about_ca_system_score_gemma":0.0006343522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047634,"about_ca_topic_score_gemma":0.001132827,"domain_scores_codex":[0.9997892,0.00002302628,0.00001852536,0.00004394964,0.00009961666,0.00002574791],"domain_scores_gemma":[0.9998287,0.00007791776,0.0000233675,0.00001009852,0.00004653644,0.00001346155],"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":[0.0001211735,0.00008799178,0.0002191086,0.0115728,0.00004643302,0.0002935267,0.00006885272,0.0007388947,0.0495939,0.01149231,0.0100827,0.9156823],"study_design_scores_gemma":[0.00001693562,0.000119399,0.0006154156,0.0008042527,0.00003622725,0.0008395024,0.00004960109,0.0001956422,0.02782992,0.002800568,0.9666666,0.00002599322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001176509,0.9946419,0.001282769,0.0003213285,0.0002855745,0.000008188314,0.00002266466,0.00001073973,0.00225029],"genre_scores_gemma":[0.00443158,0.9926463,0.0008873972,0.0001332504,0.0001353892,0.000009058696,0.00003815211,0.000003590731,0.00171522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001287131,"threshold_uncertainty_score":0.005820513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140797679998728,"score_gpt":0.2594706883404002,"score_spread":0.2380627115404129,"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."}}