{"id":"W1987506875","doi":"10.1371/journal.pone.0076803","title":"Elucidation of Substrate Specificity in Aspergillus nidulans UDP-Galactose-4-Epimerase","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Saskatchewan Health Research Foundation; University of Alberta; University of Saskatchewan; Canadian Light Source","keywords":"Aspergillus nidulans; Substrate specificity; Aspergillus; Substrate (aquarium); Galactose; Biochemistry; Chemistry; Enzyme; Biology; Microbiology; Gene; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001631766,0.00009839916,0.0001999808,0.00008049971,0.00003199743,0.00003010153,0.0001102227,0.00007270017,0.003867393],"category_scores_gemma":[0.00005739178,0.00008820374,0.00002562932,0.0001618861,0.00004837595,0.000302921,0.00002031448,0.00009389347,0.0004450285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003371865,"about_ca_system_score_gemma":0.00001892455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006712593,"about_ca_topic_score_gemma":0.000258891,"domain_scores_codex":[0.9990047,0.00005452627,0.0002839534,0.000206205,0.0002678538,0.000182771],"domain_scores_gemma":[0.9994763,0.00003681882,0.0001105723,0.0002285011,0.00009925956,0.00004857233],"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":[0.00002197535,0.0002549899,0.01216315,0.00003812484,0.000008329604,0.000001290956,0.0001511692,0.00002356017,0.9868036,0.0002548342,0.0001209858,0.000157993],"study_design_scores_gemma":[0.0002295517,0.00005979736,0.1387357,0.00003842638,0.00001539044,5.319612e-7,0.00005024032,0.0001824899,0.8599507,0.0006350733,0.00001241822,0.00008967416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938321,0.00003773973,0.0001004341,0.0001142914,0.0001055783,0.0002257435,0.00001282905,0.0000396148,0.005531712],"genre_scores_gemma":[0.9982148,0.00001844592,0.001313424,0.00004148955,0.0001104829,0.00001672656,0.00001987254,0.00001011987,0.0002546089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1268529,"threshold_uncertainty_score":0.9970432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208451746577345,"score_gpt":0.2026397844540889,"score_spread":0.1705552669883154,"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."}}