{"id":"W2900686019","doi":"10.3390/genes10020078","title":"Development of a Transformation Method for Metschnikowia borealis and other CUG-Serine Yeasts","year":2019,"lang":"en","type":"article","venue":"Genes","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Transformation (genetics); Mating type; Selectable marker; Ploidy; Yeast; Electroporation; Mating; Zygote; Mating of yeast; Gene; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001123188,0.0000630428,0.00009312946,0.00001702709,0.00002649513,0.000003468532,0.00003494724,0.00003955597,0.00001012985],"category_scores_gemma":[0.000004238713,0.00004884974,0.00002979838,0.00001976617,0.00001003539,0.000001443416,0.00002173644,0.000009150825,0.000001228784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001900979,"about_ca_system_score_gemma":0.0000175947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001697554,"about_ca_topic_score_gemma":0.00006227342,"domain_scores_codex":[0.9996561,0.000008135488,0.0001127284,0.000103656,0.00003949487,0.00007990321],"domain_scores_gemma":[0.9998361,0.000004294828,0.00003353631,0.00007422053,0.00003471173,0.00001712857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000776235,0.00001874092,0.001761079,0.0001278979,0.0001095881,3.468659e-8,0.0005996221,0.00001139138,0.915432,0.000415511,0.0003474303,0.0810991],"study_design_scores_gemma":[0.0003190062,0.00006414083,0.002576574,0.000007211124,0.00001206851,0.000001824566,0.0001801467,0.00006792534,0.4771926,0.00001763279,0.5194873,0.00007356396],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949544,0.00241929,0.04562221,0.0001011475,0.00007444413,0.000371411,0.00008433729,0.000006754955,0.00177642],"genre_scores_gemma":[0.7711893,0.0003278574,0.2271839,0.000183428,0.0001119823,0.00008095111,0.0001602563,0.00002583255,0.0007364635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5191399,"threshold_uncertainty_score":0.1992035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373488955662382,"score_gpt":0.2803898038287977,"score_spread":0.2666549142721739,"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."}}