{"id":"W4206295072","doi":"10.1016/j.copbio.2022.102681","title":"Strategies for production of hydrophobic compounds","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intracellular; Biomolecule; Chemistry; Cell; Hydrophobic effect; Membrane; Cell membrane; Biophysics; Biochemistry; Cell biology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006048004,0.001475012,0.001325829,0.001468697,0.0003001487,0.001497256,0.001151111,0.001300528,0.003874553],"category_scores_gemma":[0.0004136009,0.0004149204,0.0006851786,0.00182799,0.0009103696,0.002396681,0.001669842,0.002427363,0.003701654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008360756,"about_ca_system_score_gemma":0.0006662878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005791854,"about_ca_topic_score_gemma":0.0009805341,"domain_scores_codex":[0.9997414,0.00003655058,0.00001896398,0.00005001183,0.0001101991,0.00004291427],"domain_scores_gemma":[0.9998668,0.00005480217,0.00002595338,0.000009916633,0.00002655768,0.0000159113],"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":[0.0001291963,0.000155591,0.0001276752,0.01676546,0.00009493962,0.0004075096,0.00006741015,0.0008828394,0.04267083,0.02047129,0.01554103,0.9026863],"study_design_scores_gemma":[0.00002948223,0.0001665837,0.0003951283,0.001543639,0.00008990258,0.0006967336,0.00004766191,0.0003376967,0.01289214,0.006087021,0.9776831,0.00003095929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006789111,0.9910762,0.002445153,0.0005264564,0.0004441781,0.00001690331,0.00004378581,0.0000261443,0.004742315],"genre_scores_gemma":[0.003109583,0.9927176,0.001235335,0.0002676812,0.0001595303,0.00002520208,0.00007385612,0.00000721523,0.002403898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003874553,"threshold_uncertainty_score":0.01296163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06412303298245883,"score_gpt":0.3521593696280693,"score_spread":0.2880363366456105,"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."}}