{"id":"W2021599334","doi":"10.1007/s00253-005-1986-2","title":"The potential of Pseudozyma yeastlike epiphytes for the production of heterologous recombinant proteins","year":2005,"lang":"en","type":"article","venue":"Applied Microbiology and Biotechnology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Biology; Heterologous expression; Heterologous; Biochemistry; PMSF; Protease; Glycosylation; Recombinant DNA; Microbiology; Gene; Enzyme","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":[0.0002257045,0.00009774551,0.0001283655,0.00003191838,0.000164202,0.000003407288,0.0001652938,0.0003157665,0.000002075471],"category_scores_gemma":[0.00006020269,0.00005877354,0.0000440101,0.00006040303,0.0006460832,0.000002092078,0.00008629529,0.00009397037,0.000001081184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003623613,"about_ca_system_score_gemma":0.00001751196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001962504,"about_ca_topic_score_gemma":0.0000256503,"domain_scores_codex":[0.9993248,0.00002533614,0.0002246656,0.0002529062,0.00001625151,0.0001560623],"domain_scores_gemma":[0.9994438,0.00001852858,0.0001888688,0.000279065,0.00006066351,0.000009114896],"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":[0.0002613384,0.00004499447,0.00003647168,0.00001361345,0.00005559089,2.566671e-8,0.00001367665,0.000009905542,0.9707674,0.002053293,0.0004898332,0.02625383],"study_design_scores_gemma":[0.0002518832,0.0002579922,0.0003835666,0.000002956906,0.00002259416,0.00005726713,0.00006396766,0.000007915861,0.9432812,0.0001730497,0.05543555,0.00006210363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850351,0.001291698,0.002802134,0.009703893,0.0004001358,0.0007245283,0.00001509939,0.00001652947,0.00001086013],"genre_scores_gemma":[0.9975025,0.001133033,0.0007920677,0.00009984755,0.0001441886,0.0000945514,0.00005280498,0.000008631492,0.0001723482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05494571,"threshold_uncertainty_score":0.2435481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004130956947089617,"score_gpt":0.1969480926858042,"score_spread":0.1928171357387146,"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."}}