{"id":"W3123176646","doi":"10.20944/preprints201811.0297.v1","title":"Development of a Transformation Method for <em>Metschnikowia borealis</em> and Other CUG-Serine Yeasts","year":2018,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Transformation (genetics); Electroporation; Selectable marker; Yeast; Mating type; Ploidy; Mating; Zygote; Mating of yeast; Genetics; Gene; Botany","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001020245,0.0004411198,0.0005538783,0.0001116735,0.0001381557,0.0000204734,0.0003672987,0.0004597501,0.000100621],"category_scores_gemma":[0.0001378888,0.0003986806,0.000220992,0.0000704967,0.0001006923,0.000007152597,0.000944614,0.000176954,0.00002296369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003516322,"about_ca_system_score_gemma":0.0001793787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004100472,"about_ca_topic_score_gemma":0.0003327185,"domain_scores_codex":[0.9977306,0.00008787428,0.000712005,0.0008434309,0.000254311,0.0003718529],"domain_scores_gemma":[0.9984456,0.0000225348,0.0003726518,0.0007143703,0.0003237709,0.0001210261],"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":[0.0008704503,0.0003670834,0.01447605,0.001888461,0.001837863,0.000001673223,0.007649959,0.00009384599,0.9428015,0.0008967265,0.001668914,0.02744749],"study_design_scores_gemma":[0.001050298,0.000110746,0.04565632,0.0002217057,0.0001785381,0.00001183007,0.000249836,0.0002084364,0.536384,0.0003354488,0.414922,0.0006707301],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532763,0.0009535025,0.03793985,0.0001440309,0.0003462044,0.001450102,0.0004682156,0.00004732639,0.005374433],"genre_scores_gemma":[0.9272518,0.0006104949,0.06907395,0.0001798849,0.000459618,0.0006149661,0.0006850057,0.0001027817,0.00102157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4132531,"threshold_uncertainty_score":0.9998465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05329155565617026,"score_gpt":0.3328867751124008,"score_spread":0.2795952194562306,"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."}}