{"id":"W2071099979","doi":"10.1038/nprot.2007.17","title":"Frozen competent yeast cells that can be transformed with high efficiency using the LiAc/SS carrier DNA/PEG method","year":2007,"lang":"en","type":"article","venue":"Nature Protocols","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":390,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Yeast; PEG ratio; Transformation (genetics); DNA; Molecular biology; Biology; Chemistry; Biochemistry; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0007533788,0.0002591438,0.0002088361,0.00005036312,0.0002643529,0.00008656183,0.0005154779,0.0004268173,0.0000331253],"category_scores_gemma":[0.00002462112,0.0001559672,0.0001111475,0.0002385606,0.0001511024,0.000003772899,0.0001074551,0.0006317939,0.000001626831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004090421,"about_ca_system_score_gemma":0.0002645827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001198308,"about_ca_topic_score_gemma":0.0003627782,"domain_scores_codex":[0.9980022,0.0001320569,0.0002089903,0.0004674508,0.0005991004,0.0005902537],"domain_scores_gemma":[0.9989908,0.00003077097,0.00008166122,0.0005077801,0.0002042826,0.0001846452],"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":[0.0005257661,0.00008750702,0.0007355788,0.00006161367,0.00006089889,0.0000136265,0.0001419889,0.0002378484,0.9963511,0.0000626441,0.0003777492,0.001343706],"study_design_scores_gemma":[0.000977593,0.000444155,0.0007420075,0.00004947335,0.00002053393,0.00002856758,0.0001290483,0.0000941329,0.9496032,0.00002673916,0.04764541,0.0002391341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8808972,0.0004781232,0.02181938,0.001102199,0.0004078716,0.09144345,0.0004104237,0.00005004181,0.003391288],"genre_scores_gemma":[0.9832971,0.000008631909,0.007033534,0.0006827252,0.0003987299,0.007093626,0.00006035464,0.00006077856,0.001364504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023999,"threshold_uncertainty_score":0.6360157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276099571247803,"score_gpt":0.3439219365059161,"score_spread":0.321160940793438,"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."}}