{"id":"W6983536177","doi":"","title":"Model Based Design of a Saccharomyces cerevisiae Platform Strain with Improved Tyrosine Production Capabilities","year":2012,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Saccharomyces cerevisiae; Yeast; Strain (injury); Tyrosine; Metabolic engineering; Shikimate pathway; Production (economics)","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":[0.0002914426,0.0005178649,0.0004804376,0.0002831524,0.000246969,0.0007034896,0.0005026073,0.0004281358,0.001050686],"category_scores_gemma":[0.0002822991,0.0002996249,0.0005806296,0.0001684127,0.0001712288,0.0001987959,0.0003091855,0.0002823292,0.0001908002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006577799,"about_ca_system_score_gemma":0.001200278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006650446,"about_ca_topic_score_gemma":0.005457823,"domain_scores_codex":[0.9999287,0.00001276743,0.000005210658,0.00001702186,0.00002224545,0.00001391145],"domain_scores_gemma":[0.9999087,0.00002945371,0.00001646036,0.000007458594,0.00002874819,0.0000092456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005849233,0.00005036068,0.0005845168,0.00007077984,0.00001484627,0.00005452022,0.0000156251,0.9682369,0.02626112,0.001141956,0.00008733553,0.003423494],"study_design_scores_gemma":[0.00002742963,0.00008844122,0.0001764157,0.000004068602,0.00001547838,0.000006897712,0.000008954867,0.991927,0.006946189,0.0002239545,0.0005696149,0.000005567164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6996684,0.0004244207,0.2811997,0.0003636468,0.00006739677,0.0003429302,0.0007723243,0.0007807935,0.01638041],"genre_scores_gemma":[0.9395187,0.0002667541,0.0574314,0.00002577496,0.000003101489,0.0002919189,0.0003769098,0.00003219809,0.002053137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006650446,"threshold_uncertainty_score":0.01322347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184364570046396,"score_gpt":0.2117620203451682,"score_spread":0.1999183746447042,"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."}}