{"id":"W2006947455","doi":"10.1002/yea.1604","title":"Dominant marker vectors for selecting yeast mating products","year":2008,"lang":"en","type":"article","venue":"Yeast","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"URA3; Biology; Plasmid; Selectable marker; Auxotrophy; Genetics; Ploidy; Mating type; Gene; Mating; Yeast; Selection (genetic algorithm)","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":[0.0001939345,0.0001280653,0.0001121211,0.00003755438,0.0002038796,0.00001808286,0.0001535301,0.00008080689,0.00002027655],"category_scores_gemma":[0.0002713441,0.0001159619,0.00006602643,0.0001264942,0.00006169851,0.000002714705,0.0001000107,0.00008319036,0.00003498736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000013217,"about_ca_system_score_gemma":0.0001181101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001206906,"about_ca_topic_score_gemma":0.000009357431,"domain_scores_codex":[0.9989507,0.00003341505,0.0001518596,0.000344381,0.0001545956,0.000365045],"domain_scores_gemma":[0.999455,0.000008825627,0.00004728841,0.0002347706,0.0001712628,0.0000828276],"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":[0.0001072956,0.00004241527,0.004320316,0.00004998611,0.00002607849,0.000003099345,0.00007086506,0.00001800787,0.9894888,0.0000153613,0.003985924,0.001871796],"study_design_scores_gemma":[0.0005105475,0.0002157001,0.008560468,0.00001959553,0.000007599054,0.0001047711,0.0000655895,0.0002390021,0.9285349,0.00001551214,0.06150964,0.0002166333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962728,0.0003419408,0.0006491865,0.0001252575,0.0001937354,0.0003227241,0.00003203,0.00001252042,0.002049817],"genre_scores_gemma":[0.9902394,0.00003945909,0.003369272,0.00004743638,0.0006929031,0.00005795655,0.00006492337,0.00003458272,0.005454002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06095391,"threshold_uncertainty_score":0.4728791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378694852311059,"score_gpt":0.2721663266728765,"score_spread":0.248379378149766,"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."}}