{"id":"W2159519573","doi":"10.51847/gpsw3v6","title":"10.51847/gPSW3v6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Directorate for Biological Sciences; University Of Nigeria Nsukka","keywords":"Thermostability; Peroxidase; Point of delivery; Chemistry; Endothermic process; Food science; Enzyme; Denaturation (fissile materials); Horticulture; Botany; Nuclear chemistry; Biochemistry; Biology; 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":[0.00006309866,0.00007974687,0.0000658363,0.00002007515,0.00002728985,0.00001031907,0.00008372511,0.00005671634,0.7549486],"category_scores_gemma":[0.0000181346,0.00007689059,0.00003436627,0.00006949758,0.00001128446,0.000001173471,0.00001761624,0.0000310568,0.6751126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003641299,"about_ca_system_score_gemma":0.000008722533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005399586,"about_ca_topic_score_gemma":5.651041e-8,"domain_scores_codex":[0.9995499,0.00001078877,0.00007562355,0.0001874784,0.00004221889,0.0001339494],"domain_scores_gemma":[0.9997011,5.408577e-7,0.000008599433,0.000211047,0.00002129064,0.00005742943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003215188,0.00001430601,6.287934e-8,0.00000223992,0.000008471107,2.847158e-7,0.000001454982,0.0002000988,0.5049626,2.007161e-7,0.02429546,0.4704827],"study_design_scores_gemma":[0.00008675746,0.00009324031,0.00002276556,0.000002973829,0.000005745754,0.00001107047,1.475158e-7,0.00001046767,0.04814757,1.616529e-7,0.9515159,0.0001031678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1228595,0.0003990554,0.00001483441,0.0002750853,0.00001841437,0.0001773469,0.00001845319,0.00007590628,0.8761615],"genre_scores_gemma":[0.005205437,0.00000313252,0.000231697,0.00004406649,0.0005005258,0.000005811211,0.00004471074,0.00001363745,0.993951],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9272205,"threshold_uncertainty_score":0.3251403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00262944493170564,"score_gpt":0.1626182756309502,"score_spread":0.1599888306992446,"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."}}