{"id":"W1997945704","doi":"10.1371/journal.pgen.0020145","title":"Genomic Convergence toward Diploidy in Saccharomyces cerevisiae","year":2006,"lang":"en","type":"article","venue":"PLoS Genetics","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Ploidy; Saccharomyces cerevisiae; Genetics; Genome; Genome evolution; Selection (genetic algorithm); Genome size; Yeast; 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":[0.00005042872,0.000120947,0.0001391584,0.00001169741,0.00007307355,0.00004067981,0.0002302669,0.000069723,0.0008815894],"category_scores_gemma":[0.000009511502,0.00005441222,0.00005209861,0.0002454827,0.00003285607,0.00002805387,0.0000720131,0.00006924149,0.0001727493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002445875,"about_ca_system_score_gemma":0.0000101317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001273394,"about_ca_topic_score_gemma":0.001118655,"domain_scores_codex":[0.9990634,0.0000359355,0.0002443469,0.0002522816,0.0001515356,0.0002525401],"domain_scores_gemma":[0.9997376,0.00005971359,0.00005520212,0.00005938719,0.00003360152,0.00005456096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000003870967,0.0001508073,0.2721184,0.000007014481,0.000005834146,0.000003894117,0.00005920156,0.000116233,0.7245826,0.000328221,0.0001183264,0.002505633],"study_design_scores_gemma":[0.0001779197,0.0001215183,0.9266263,0.00001745952,0.00001789385,0.000004641631,0.00008633193,0.001718519,0.05565994,0.003984208,0.01129975,0.0002855077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996654,0.001010816,0.000001584931,0.000819957,0.00008699155,0.000175315,0.0000427285,0.00003916053,0.001169486],"genre_scores_gemma":[0.998949,0.0001649538,0.0002244949,0.00009279988,0.0003357718,0.00001752409,0.00004473232,0.000001231588,0.0001694823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6689227,"threshold_uncertainty_score":0.9652786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266200723756264,"score_gpt":0.2046709439942525,"score_spread":0.1820089367566899,"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."}}