{"id":"W2100511164","doi":"10.1002/bit.22387","title":"Bioproduction of the aroma compound 2‐Phenylethanol in a solid–liquid two‐phase partitioning bioreactor system by <i>Kluyveromyces marxianus</i>","year":2009,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Biochemical and biochemical processes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Kluyveromyces marxianus; Chemistry; Chromatography; Bioproduction; Bioreactor; Aqueous solution; Polymer; Partition coefficient; Aqueous two-phase system; Aroma; Chemical engineering; Organic chemistry; Yeast; Biochemistry; Saccharomyces cerevisiae; Food science","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":[0.0002653054,0.0006860809,0.0005082195,0.0001930095,0.0001617183,0.0005312065,0.0003158871,0.0002885374,0.0005455872],"category_scores_gemma":[0.0001377225,0.0001811301,0.0005280884,0.000237093,0.0001531081,0.00034278,0.0003727043,0.0005407783,0.0004371225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240099,"about_ca_system_score_gemma":0.000442804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00172073,"about_ca_topic_score_gemma":0.001740823,"domain_scores_codex":[0.9997651,0.00004207624,0.00002413642,0.00005421938,0.00006704753,0.00004734116],"domain_scores_gemma":[0.9999305,0.00001798021,0.00002132404,0.000007225781,0.00001061092,0.00001230804],"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":[0.00005099088,0.00002789314,0.00004070942,0.00003149175,0.000003332918,0.00001985751,0.00000618317,0.00008152267,0.9986959,0.00001185078,0.00000886113,0.00102149],"study_design_scores_gemma":[0.000006031814,0.0002111019,0.0004954268,0.000003533175,0.000009698313,0.00003410266,0.0000100871,0.0007739038,0.998135,0.000004783979,0.0003125027,0.000003701881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889687,0.0006983611,0.008885976,0.00007742157,0.00002721526,0.00006787112,0.0002270136,0.0001989766,0.0008484162],"genre_scores_gemma":[0.9777905,0.0007478116,0.01799532,0.00004948428,0.00000989831,0.00008659768,0.0006264333,0.00005568158,0.002638119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00172073,"threshold_uncertainty_score":0.003421426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004143824424112481,"score_gpt":0.2160603774362117,"score_spread":0.2119165530120992,"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."}}