{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009533417,0.0001792327,0.0001932358,0.00006006142,0.00005497109,0.00001102995,0.0002070795,0.0003856976,0.000001237116],"category_scores_gemma":[0.00004228904,0.0001350318,0.00005295859,0.0002652509,0.0002173255,0.000007424013,0.00009124541,0.0001825478,6.661184e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000166947,"about_ca_system_score_gemma":0.00001455248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001266209,"about_ca_topic_score_gemma":0.000003105995,"domain_scores_codex":[0.9990417,0.00001468836,0.0002671322,0.0003544991,0.00007647064,0.0002455291],"domain_scores_gemma":[0.999581,0.000006378325,0.00009195158,0.000249243,0.00002940299,0.00004198003],"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":[0.00009781366,0.00009561655,0.0001360178,0.00007161019,0.00001875338,0.000001338717,0.00000655807,0.00000545918,0.9984791,0.0001478602,0.0001402172,0.0007996834],"study_design_scores_gemma":[0.0006299251,0.0003315991,0.0001315781,0.0001043967,0.00001546635,0.00005257154,0.00004662421,0.0001278942,0.9970117,0.00002756881,0.00134969,0.000170985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951947,0.002604572,0.0005021685,0.001330487,0.0001037637,0.0001452737,0.00002956007,0.00005831004,0.0000311825],"genre_scores_gemma":[0.9993438,0.000172272,0.0002577793,0.00007604373,0.00008134529,0.000008876068,0.00003802842,0.000009049036,0.00001288034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004149044,"threshold_uncertainty_score":0.5506436,"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."}}