{"id":"W2169265165","doi":"10.1155/2014/169705","title":"Overexpression of D-Xylose Reductase (<i>xyl</i>1) Gene and Antisense Inhibition of D-Xylulokinase (<i>xyiH</i>) Gene Increase Xylitol Production in<i>Trichoderma reesei</i>","year":2014,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Lakehead University","funders":"","keywords":"Trichoderma reesei; Xylose; Xylitol; Chemistry; Biochemistry; Cellulase; Enzyme; Fermentation","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":[0.001527702,0.0001743417,0.0002282898,0.001132243,0.0000668322,0.00002735091,0.0001830031,0.0001654293,0.00005959012],"category_scores_gemma":[0.0005405226,0.0001672735,0.0000582451,0.0007169258,0.0003253178,0.0003336408,0.0001655923,0.0003287396,0.000009744983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331318,"about_ca_system_score_gemma":0.00004614314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146223,"about_ca_topic_score_gemma":0.000004531092,"domain_scores_codex":[0.9976039,0.0002593183,0.0005361878,0.0004235529,0.0008673038,0.0003097684],"domain_scores_gemma":[0.998816,0.00008818984,0.0001149036,0.0003407568,0.0004863279,0.0001538524],"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":[0.0002724859,0.0002210923,0.00110948,0.0003225878,0.00002618859,0.000008106455,0.0001520244,0.0001191492,0.9870225,0.00007195829,0.006209616,0.004464861],"study_design_scores_gemma":[0.001111655,0.000106623,0.004367749,0.0002186893,0.0000059814,0.00004873172,0.00007650232,0.005319693,0.9832202,0.0004228534,0.004935765,0.0001655298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967012,0.0003159395,0.0001590513,0.0008786176,0.0008334882,0.0003899351,0.0001138476,0.00005855347,0.0005493742],"genre_scores_gemma":[0.9965,0.0008017594,0.001743876,0.00001731383,0.0005333881,0.00002449876,0.0001902545,0.00002643092,0.0001624405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005200543,"threshold_uncertainty_score":0.6821217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370796436173229,"score_gpt":0.2853057028251023,"score_spread":0.26159773846337,"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."}}