{"id":"W3123176646","doi":"10.20944/preprints201811.0297.v1","title":"Development of a Transformation Method for &lt;em&gt;Metschnikowia borealis&lt;/em&gt; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001130538,0.001113434,0.0006984413,0.00113209,0.0006025183,0.0005710808,0.001120017,0.0004653466,0.001865915],"category_scores_gemma":[0.0004753454,0.000584417,0.0008192218,0.0008546754,0.0003540549,0.0004552135,0.001080569,0.001359463,0.002993707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134645,"about_ca_system_score_gemma":0.000478055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155709,"about_ca_topic_score_gemma":0.002257605,"domain_scores_codex":[0.9991195,0.0001066968,0.0001789131,0.0001721759,0.0003268328,0.00009599955],"domain_scores_gemma":[0.9996635,0.00003983179,0.00008837003,0.00009561586,0.00005855118,0.00005415259],"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":[0.0000302458,0.00002816789,0.0001224008,0.00004859856,0.000006633744,0.00008056284,0.00003332914,0.00004987208,0.995667,0.0002551779,0.0001647904,0.003513215],"study_design_scores_gemma":[0.00002649757,0.0001387655,0.003685999,0.00002537257,0.00004699162,0.000801027,0.00006204704,0.001286886,0.9521237,0.0001612427,0.0416085,0.00003296242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3658281,0.002449047,0.6016082,0.0006749006,0.0006520614,0.002759364,0.008419503,0.006118366,0.01149053],"genre_scores_gemma":[0.4190783,0.003185048,0.5114834,0.0002643901,0.0001149078,0.002587093,0.03510423,0.003044544,0.02513809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001865915,"threshold_uncertainty_score":0.006242156,"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."}}