{"id":"W3216377985","doi":"10.1186/s13068-021-02071-0","title":"Salt stress improves thermotolerance and high-temperature bioethanol production of multi-stress-tolerant Pichia kudriavzevii by stimulating intracellular metabolism and inhibiting oxidative damage","year":2021,"lang":"en","type":"article","venue":"Biotechnology for Biofuels","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"Central Public-interest Scientific Institution Basal Research Fund, Chinese Academy of Fishery Sciences; National Natural Science Foundation of China","keywords":"Oxidative stress; Trehalose; Chemistry; Yeast; Biochemistry; Food science; Intracellular","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":[0.0001818787,0.0002569522,0.0003282409,0.0000894154,0.0001734607,0.00004022705,0.000159577,0.000636784,0.000002679439],"category_scores_gemma":[0.0003108153,0.0002331019,0.00005928681,0.0001951705,0.0004736816,0.00001182631,0.0002961537,0.0002773427,3.554725e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006884769,"about_ca_system_score_gemma":0.00006141817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002206647,"about_ca_topic_score_gemma":0.00002729412,"domain_scores_codex":[0.9983827,0.00008364782,0.0003164039,0.0007498302,0.0001213987,0.0003459491],"domain_scores_gemma":[0.9991496,0.00002686239,0.0001647582,0.0003572794,0.0002301581,0.00007133613],"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":[0.00008398257,0.000116659,0.0005157054,0.0002761493,0.0001049256,0.000003165568,0.00007503655,0.00001546365,0.9863552,0.00014123,0.00001993747,0.01229249],"study_design_scores_gemma":[0.0009729671,0.0002585466,0.0006846724,0.00009316199,0.00003565248,0.00001327151,0.0003312827,0.0003680829,0.996489,0.0001287873,0.0003795364,0.0002449677],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818957,0.01526194,0.000530183,0.000988832,0.0001579582,0.0005562669,0.0005775919,0.00002849134,0.000003020295],"genre_scores_gemma":[0.9913628,0.001442502,0.006391295,0.0000344804,0.0001295771,0.00005091815,0.0003496163,0.00003559768,0.0002032526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01381944,"threshold_uncertainty_score":0.9505622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015235402281565,"score_gpt":0.2555593601615503,"score_spread":0.2454070061387347,"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."}}