{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007060562,0.0008188818,0.0004621404,0.001033337,0.0004924954,0.0003955445,0.0007983255,0.0003392804,0.0009802749],"category_scores_gemma":[0.0003282968,0.0004003457,0.0006098485,0.0006728913,0.000241725,0.0003385552,0.0008139818,0.0008394432,0.001296746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002944511,"about_ca_system_score_gemma":0.0004140078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245242,"about_ca_topic_score_gemma":0.001992924,"domain_scores_codex":[0.9994111,0.00008030721,0.0001275777,0.0001059922,0.000214044,0.00006086515],"domain_scores_gemma":[0.999775,0.00002807032,0.00006031228,0.00005721274,0.00004156995,0.00003784652],"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":[0.00002268493,0.0000235738,0.0001356796,0.00003349835,0.000004017447,0.0000758229,0.00002625334,0.00003853031,0.9969482,0.0001902252,0.00004694344,0.002454516],"study_design_scores_gemma":[0.00002360464,0.0001967392,0.004270871,0.00002187397,0.00004312228,0.001292892,0.00007651786,0.001336885,0.9696853,0.0001453388,0.02287714,0.00002984265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5084208,0.002790111,0.472742,0.0004264057,0.0003731734,0.002557206,0.003539603,0.002288417,0.006862185],"genre_scores_gemma":[0.5106442,0.003983841,0.4528989,0.0001529543,0.00006908955,0.001894771,0.0155871,0.0007724926,0.01399644],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001245242,"threshold_uncertainty_score":0.003734052,"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."}}