{"id":"W2281279221","doi":"10.1007/s12155-015-9673-3","title":"Valorization of Hemicelluloses: Production of Bioxylitol from Poplar Wood Prehydrolyzates by Candida guilliermondii FTI 20037","year":2015,"lang":"en","type":"article","venue":"BioEnergy Research","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Xylose; Chemistry; Fermentation; Hydrolysis; Pentose; Hemicellulose; Food science; Acetic acid; Sugar; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001212696,0.0005464179,0.0002378744,0.0002252245,0.0001599914,0.0004437458,0.0002771259,0.0002245707,0.0007678187],"category_scores_gemma":[0.0001180306,0.000130136,0.0003014352,0.0003217827,0.0001398525,0.0003198439,0.000249878,0.0005855614,0.0003724386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003119828,"about_ca_system_score_gemma":0.0003848295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003478765,"about_ca_topic_score_gemma":0.003935218,"domain_scores_codex":[0.9999042,0.00001140693,0.000006442871,0.00001636307,0.00002155164,0.00004008912],"domain_scores_gemma":[0.999945,0.000009196531,0.000008419138,0.000008110625,0.0000107161,0.0000185028],"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":[0.0001276259,0.00005193031,0.0001784731,0.00003548246,0.000008817042,0.00007698369,0.00003448596,0.0002051233,0.9961426,0.00007059518,0.00004410468,0.003023838],"study_design_scores_gemma":[0.000005571597,0.0000944149,0.001236684,0.000003357129,0.000008936248,0.00004932936,0.00002548817,0.0002300361,0.9974904,0.00001893258,0.0008314555,0.00000532568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959187,0.0007937236,0.001482606,0.0000468579,0.00002495123,0.00001360973,0.0002694499,0.00004050163,0.001409636],"genre_scores_gemma":[0.9940162,0.0005112709,0.001210898,0.00001611163,0.000004934681,0.000008683767,0.0006887945,0.00003115402,0.003511813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003478765,"threshold_uncertainty_score":0.006917059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04563812472461302,"score_gpt":0.2746805732748643,"score_spread":0.2290424485502512,"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."}}