{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003556674,0.0000642689,0.00005422205,0.0000335385,0.00002365329,0.00001285209,0.00006478693,0.00003993611,0.9915738],"category_scores_gemma":[0.000002173285,0.00006228815,0.00002250852,0.00009849813,0.000008280787,0.00004675282,0.000007184643,0.0000500233,0.9873037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000172454,"about_ca_system_score_gemma":0.000002325769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002468556,"about_ca_topic_score_gemma":8.362415e-9,"domain_scores_codex":[0.999669,0.000004954828,0.00006188889,0.00009068137,0.00005897013,0.0001145513],"domain_scores_gemma":[0.9997947,0.000002935457,0.000002794312,0.0001263278,0.000008522262,0.00006472403],"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":[0.00001003361,0.00000700669,6.632634e-8,0.00001212491,0.000005712081,9.198944e-7,0.000006624992,0.00044313,0.0009575107,1.594661e-7,0.1379356,0.8606211],"study_design_scores_gemma":[0.00007761295,0.00002307402,0.00001793369,0.000003569321,0.000003109908,0.000003633704,4.352397e-7,0.001091602,0.0009262966,5.254684e-7,0.9977618,0.00009042517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001938551,0.00006415244,0.000001211042,0.0002340056,0.000009760549,0.00006950297,0.000003119319,0.0003883459,0.9972913],"genre_scores_gemma":[0.001724903,0.000001248632,0.00008220114,0.00003937438,0.0001308107,0.000002688509,0.000005819906,0.00001241044,0.9980006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8605307,"threshold_uncertainty_score":0.2540037,"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."}}