{"id":"W2153947642","doi":"10.51847/v3bpnhm","title":"10.51847/v3BPNHm","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Response surface methodology; Soybean meal; Potassium nitrate; Pulp (tooth); Fermentation; Food science; Potassium; Chemistry; Nitrate; Nutrient; Mathematics; Chromatography; Raw material; 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":[0.00003947712,0.00006317639,0.00004580364,0.0000162353,0.00003287559,0.00001300188,0.00006801284,0.00004649814,0.9138973],"category_scores_gemma":[0.00001301642,0.00006241553,0.00002496168,0.00005694188,0.00001105151,0.000001962381,0.00001687988,0.00002280412,0.7877854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003598478,"about_ca_system_score_gemma":0.00001013743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001094668,"about_ca_topic_score_gemma":4.230255e-8,"domain_scores_codex":[0.9996046,0.00001494736,0.00007193018,0.0001646898,0.00004800934,0.00009577511],"domain_scores_gemma":[0.9997315,6.763271e-7,0.00001230847,0.0001755468,0.00002772382,0.00005219872],"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":[0.0001087511,0.00003842346,8.292429e-7,0.000003098521,0.00001303782,4.94879e-7,0.000004486576,0.00003150785,0.3103791,7.175698e-7,0.06453783,0.6248817],"study_design_scores_gemma":[0.00009051065,0.0001018961,0.00007336695,0.000001771255,0.000005331384,0.000005356279,2.869598e-7,0.000009767205,0.02554221,2.852534e-7,0.9740862,0.00008300068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.042732,0.00006732032,0.00001014614,0.000544692,0.000006782154,0.0001142157,0.00001045809,0.00003938572,0.956475],"genre_scores_gemma":[0.003950689,0.000002744275,0.00007113626,0.0001806901,0.0002708134,0.000008329286,0.0001538072,0.0000117758,0.99535],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9095484,"threshold_uncertainty_score":0.2545231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003896172921379392,"score_gpt":0.1795248658982934,"score_spread":0.175628692976914,"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."}}