{"id":"W2148968359","doi":"10.1186/1477-5956-8-7","title":"Proteomic analysis of the metabolic adaptation of the biocontrol agent Pseudozyma flocculosa leading to glycolipid production","year":2010,"lang":"en","type":"article","venue":"Proteome Science","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Proteome; Biology; Adaptation (eye); Proteomics; Glycolipid; Biochemistry; Computational biology; Cell biology; Microbiology; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008918925,0.00008743646,0.0001381755,0.0001627555,0.0001966301,0.00002385878,0.0007771871,0.0000472659,0.000009887181],"category_scores_gemma":[0.000732461,0.00005017891,0.0001313435,0.002163776,0.0004736379,0.000008078239,0.0003055479,0.0001195286,0.000003220903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001008737,"about_ca_system_score_gemma":0.0002499078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000726877,"about_ca_topic_score_gemma":0.0001325493,"domain_scores_codex":[0.9986432,0.0000678795,0.000206946,0.0003487641,0.0005065128,0.0002267358],"domain_scores_gemma":[0.9987819,0.000003989458,0.0001400246,0.000656969,0.0003528047,0.00006433839],"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":[0.00002827316,0.00002980813,0.005069425,0.00001028249,0.00003903833,1.795351e-8,0.000135896,0.004099566,0.988386,0.00005777767,0.000008901217,0.002135003],"study_design_scores_gemma":[0.00008029523,0.00005706486,0.06790367,0.000006965972,0.00005354947,0.000001249118,0.00002676992,0.001916627,0.9294458,0.00001910236,0.0004292646,0.00005963824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970413,0.00004058873,0.0005910316,0.000606864,0.0003026875,0.001319459,0.00001351414,0.000002590655,0.00008200436],"genre_scores_gemma":[0.9981889,0.000006820082,0.001191333,0.00003045074,0.00009408411,0.0001489257,0.000001290077,0.000005336272,0.0003328498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06283424,"threshold_uncertainty_score":0.2046237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130016882093979,"score_gpt":0.2792244356224642,"score_spread":0.2662227474130663,"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."}}