{"id":"W2408845706","doi":"10.1007/978-1-61779-197-0_14","title":"Signature-tagged Mutagenesis to Characterize Genes Through Competitive Selection of Bar-coded Genome Libraries","year":2011,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Human Genome Research Institute; Canadian Institutes of Health Research; Centers for Disease Control and Prevention","keywords":"Gene; Genome; Biology; Mutant; Mutagenesis; Computational biology; Genetics; Candida albicans","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001339619,0.0008472424,0.0006604481,0.001107706,0.0003254436,0.000747041,0.001096231,0.0004984434,0.001836203],"category_scores_gemma":[0.0009956397,0.0003988293,0.0006237514,0.001295365,0.0004971799,0.0004253509,0.00118545,0.001423042,0.00132576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005535165,"about_ca_system_score_gemma":0.000747125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004559415,"about_ca_topic_score_gemma":0.001905972,"domain_scores_codex":[0.9988934,0.000218498,0.00009863034,0.0001939201,0.0004694512,0.0001262247],"domain_scores_gemma":[0.9991688,0.0002672965,0.0001729543,0.0002007798,0.0001045315,0.00008565941],"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":[0.00006209692,0.00006821445,0.0002901294,0.00007514653,0.00001185493,0.00004429926,0.00002207537,0.0002642969,0.9909331,0.0009084725,0.0001226521,0.007197773],"study_design_scores_gemma":[0.00001610778,0.0002383914,0.001004498,0.00001189645,0.00002539112,0.000374752,0.00002317879,0.002979668,0.9902356,0.0002768318,0.004799134,0.00001452167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3713184,0.001256977,0.6150033,0.0002755506,0.0001771891,0.001361302,0.002190696,0.002277168,0.006139467],"genre_scores_gemma":[0.6023309,0.002536467,0.376867,0.0005245159,0.00003416531,0.001481365,0.004698434,0.0009463106,0.01058084],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001836203,"threshold_uncertainty_score":0.007084668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057522366972646,"score_gpt":0.350786387124181,"score_spread":0.3102111634544545,"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."}}