{"id":"W2922244516","doi":"10.1371/journal.pbio.2006966","title":"Environment-induced same-sex mating in the yeast Candida albicans through the Hsf1–Hsp90 pathway","year":2019,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Biology; Mating of yeast; Schizosaccharomyces pombe; Mating type; Candida albicans; Saccharomyces cerevisiae; Mating; Schizosaccharomyces; Homothallism; Heterothallic; Sexual reproduction; Genetics; Cell biology; 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":[0.0003313916,0.0001301073,0.0002679592,0.00001880435,0.00007113464,0.000008417852,0.0002109275,0.0001212534,0.0006830468],"category_scores_gemma":[0.000119587,0.00006439452,0.00007032236,0.00008751626,0.0001374339,0.00003253191,0.00005310067,0.0003391997,0.0003442425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006278624,"about_ca_system_score_gemma":0.00005881876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000590153,"about_ca_topic_score_gemma":0.0003126047,"domain_scores_codex":[0.9987993,0.0002191593,0.0002349751,0.0002922988,0.0001397908,0.0003144274],"domain_scores_gemma":[0.9990901,0.0002431136,0.00007097101,0.0005550323,0.00001127132,0.00002955511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001573608,0.0002981373,0.6642568,0.00006728357,0.00008019924,0.00002079587,0.008151373,0.000001920572,0.3186778,0.001952136,0.0002449418,0.006091245],"study_design_scores_gemma":[0.004051289,0.001972345,0.8721147,0.0002614295,0.0001784869,0.00006913349,0.03394468,0.0005906742,0.02727276,0.007361264,0.05146274,0.0007205519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854488,0.0001484863,0.00001879164,0.00251317,0.00007041834,0.0005500795,0.00001794196,0.00001656329,0.01121578],"genre_scores_gemma":[0.9966455,0.00004734465,0.00008161812,0.002070826,0.000112668,0.00003238654,0.00002588094,0.00001145801,0.0009723234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.291405,"threshold_uncertainty_score":0.7478883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03336279706811388,"score_gpt":0.2720032780001884,"score_spread":0.2386404809320745,"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."}}