{"id":"W2265383692","doi":"10.51847/th77hk6","title":"10.51847/tH77Hk6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lipase; Response surface methodology; Hydrolysis; Sunflower oil; Chemistry; Food science; Glyceride; Fermentation; Sunflower; Chromatography; Enzymatic hydrolysis; Fatty acid; Enzyme; Biochemistry; Agronomy; Biology","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":[0.00005836143,0.00007538597,0.0000687526,0.00001925698,0.00003490903,0.00001547425,0.0001046822,0.00005832985,0.9043965],"category_scores_gemma":[0.00002207961,0.00007282288,0.00004590616,0.00008396048,0.00001468051,0.000002078528,0.00002633587,0.00002105817,0.7597871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005089746,"about_ca_system_score_gemma":0.00001354503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002902089,"about_ca_topic_score_gemma":1.576632e-7,"domain_scores_codex":[0.99952,0.00001623425,0.00009414079,0.000188257,0.00006002005,0.0001213154],"domain_scores_gemma":[0.9996352,0.000002326778,0.00001400197,0.0002533149,0.00003397368,0.00006122728],"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":[0.00007722969,0.00005762282,0.00000125913,0.000003892966,0.00002804104,8.389717e-7,0.000005264634,0.0002214665,0.201618,0.000001247334,0.1038889,0.6940962],"study_design_scores_gemma":[0.0001106503,0.0001375873,0.00003726641,0.00000277404,0.000008587253,0.000002745667,4.258092e-7,0.00003744729,0.02511925,3.6089e-7,0.9744431,0.00009984285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02880144,0.0001819962,0.00001007088,0.00007606126,0.000002061133,0.00009847985,0.00001098817,0.00001832709,0.9708006],"genre_scores_gemma":[0.005626355,0.000002607847,0.0000602945,0.0001128111,0.0001207566,0.00001156406,0.0002847532,0.00001407955,0.9937668],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8705541,"threshold_uncertainty_score":0.2969631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004199919194024014,"score_gpt":0.187181300336782,"score_spread":0.182981381142758,"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."}}