{"id":"W2009519219","doi":"10.1080/20013891081719","title":"Transformation Systems of non- <i>Saccharomyces</i> Yeasts","year":2001,"lang":"en","type":"review","venue":"Critical Reviews in Biotechnology","topic":"Polyamine Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; McGill University","funders":"","keywords":"Saccharomyces cerevisiae; Saccharomyces; Transformation (genetics); Biology; Plasmid; Yeast; Replicon; Genetics; Yarrowia; Kluyveromyces lactis; Shuttle vector; Gene; Recombinant DNA; Vector (molecular biology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003928319,0.0003461203,0.001735967,0.0002341462,0.0000257484,0.000008719295,0.0005731362,0.001238946,0.00001048754],"category_scores_gemma":[0.000443477,0.0002845899,0.0003571706,0.0005930476,0.0002976174,0.000004491891,0.0001084455,0.0003856439,0.0000794429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001950581,"about_ca_system_score_gemma":0.00009211662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001103035,"about_ca_topic_score_gemma":0.00000501816,"domain_scores_codex":[0.9977061,0.0001536987,0.001234271,0.0004627813,0.00009343827,0.0003497786],"domain_scores_gemma":[0.9988178,0.00004420908,0.0002331617,0.0007948992,0.00004235484,0.00006759901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001636851,0.00007886261,4.663489e-7,0.01115063,0.00001473466,0.000001362917,0.000002538631,1.249291e-7,0.001181618,0.00779956,0.0006173217,0.9791511],"study_design_scores_gemma":[0.000104357,0.00005358798,7.698259e-7,0.004606123,0.0001646765,0.00007840724,0.000006550837,0.000004320112,0.0004931227,0.00005487193,0.9941922,0.0002410516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001015455,0.9925801,0.004939209,0.00009964668,0.0002716143,0.001201756,0.00009654362,0.00001568472,0.000785295],"genre_scores_gemma":[0.0001271113,0.9981734,0.000483901,0.00003376097,0.0001904207,0.0006227559,0.0002490195,0.00003297784,0.00008661826],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9935749,"threshold_uncertainty_score":0.9999606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03464315137390461,"score_gpt":0.3600524296831941,"score_spread":0.3254092783092895,"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."}}