{"id":"W2306930147","doi":"10.1089/ind.2015.0031","title":"Expression and Characterization of Glycosyl Hydrolase Family 115 α-Glucuronidase from <i>Scheffersomyces stipitis</i>","year":2016,"lang":"en","type":"article","venue":"Industrial Biotechnology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Toronto","keywords":"Chemistry; Pichia pastoris; Biochemistry; Xylan; Enzyme assay; Enzyme; Pichia stipitis; Glycosyl; Xylose; Hydrolysis; Chromatography; Recombinant DNA; Fermentation","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":[0.00007009602,0.0001412697,0.0001895,0.0001458177,0.00003410362,0.000009263374,0.0001197095,0.0007556503,0.00005674243],"category_scores_gemma":[0.00004801113,0.0001041069,0.00002751302,0.0001401617,0.0001604173,0.0001462228,0.00006672562,0.000197209,0.00002142648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002844675,"about_ca_system_score_gemma":0.00001284099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000254618,"about_ca_topic_score_gemma":6.37535e-7,"domain_scores_codex":[0.9992427,0.00002941177,0.0002278075,0.0002447373,0.00009023132,0.0001650681],"domain_scores_gemma":[0.999599,0.00003474694,0.00007307761,0.0002215581,0.00001882686,0.00005274699],"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":[0.00006153039,0.00001387889,0.0003090859,0.00001128605,0.00001250158,0.000002405698,0.00001182927,5.483578e-7,0.9370001,0.0000212508,0.0003504149,0.06220519],"study_design_scores_gemma":[0.001302658,0.00008471351,0.0003661462,0.00008026038,0.00001156865,0.00000325514,0.0000216155,0.0000729168,0.9524244,0.00005733136,0.04544229,0.0001328435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961093,0.0001639854,0.0008129653,0.001388272,0.0008058938,0.0001671269,0.0001666443,0.0003450464,0.00004075466],"genre_scores_gemma":[0.9989315,0.0006315556,0.00009933464,0.00002845926,0.0002175732,0.000006120769,0.0000337994,0.00001545031,0.00003617036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06207234,"threshold_uncertainty_score":0.5828267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467943714370954,"score_gpt":0.1849922373903542,"score_spread":0.1703128002466447,"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."}}