{"id":"W1651353859","doi":"10.51847/ptxhlvh","title":"10.51847/pTxHLvh","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermostability; Aspergillus niger; Xylanase; Chemistry; Sorbitol; Enzyme; Divalent; Enthalpy; Denaturation (fissile materials); Enzyme assay; Nuclear chemistry; Turnover number; Biochemistry; Chromatography; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004008271,0.001336427,0.0005420434,0.001752072,0.0008758373,0.002758064,0.001248953,0.002342304,0.9329677],"category_scores_gemma":[0.0006686896,0.0004901528,0.0005602788,0.001540142,0.0007691881,0.001678433,0.002256522,0.001198808,0.9422637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009743437,"about_ca_system_score_gemma":0.0004784354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002400654,"about_ca_topic_score_gemma":0.001731629,"domain_scores_codex":[0.999694,0.00002104468,0.00002173459,0.00008965676,0.0001100334,0.00006366287],"domain_scores_gemma":[0.9994038,0.00008557602,0.00003284513,0.0001706327,0.0001624508,0.0001445434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003600129,0.0003424764,0.001051857,0.000347158,0.00002394145,0.0003223419,0.0001133135,0.0007391121,0.02289923,0.006059708,0.1615863,0.8061547],"study_design_scores_gemma":[0.00006168854,0.00008817291,0.001788526,0.0001173895,0.00001342998,0.0005715215,0.0001086632,0.001319048,0.007111792,0.001708427,0.9870917,0.00001967632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006003825,0.0008849229,0.008005977,0.001165501,0.001253595,0.0001476974,0.00265452,0.005714871,0.9741691],"genre_scores_gemma":[0.006014182,0.0002145617,0.001657383,0.0002583781,0.0000951013,0.00003787395,0.00203911,0.0003503924,0.989333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06703234,"threshold_uncertainty_score":0.09561342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004942132182409097,"score_gpt":0.1548110226906129,"score_spread":0.1498688905082038,"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."}}