{"id":"W4411657734","doi":"10.51847/2wqrt2w","title":"10.51847/2WqRT2W","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bacillus subtilis; Amylase; Chemistry; Food science; Biochemistry; Enzyme; Biology; Bacteria","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":[0.00004060848,0.00006128154,0.00004562984,0.00001590403,0.00003317133,0.00001317322,0.00006872224,0.00004687733,0.9242504],"category_scores_gemma":[0.00001369345,0.00006280582,0.00002432078,0.00005633126,0.00001110659,0.000001979433,0.0000166739,0.00002271821,0.7827437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003689109,"about_ca_system_score_gemma":0.000010328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.901753e-7,"about_ca_topic_score_gemma":3.82268e-8,"domain_scores_codex":[0.9996013,0.00001524503,0.0000721963,0.000166401,0.00004848483,0.00009637925],"domain_scores_gemma":[0.999729,8.917072e-7,0.00001229023,0.0001769475,0.00002821555,0.00005260498],"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":[0.00008081171,0.00003504366,0.000001052247,0.000002684807,0.00001065171,4.365646e-7,0.000004522557,0.00003478797,0.2940155,6.995677e-7,0.04897925,0.6568345],"study_design_scores_gemma":[0.00009265274,0.00008853438,0.0001127447,0.000001747976,0.000003375052,0.00000521786,2.89599e-7,0.000009992647,0.03015974,3.429268e-7,0.9694423,0.00008303869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04597278,0.00005195519,0.000008728014,0.0006016927,0.000006384236,0.0001060474,0.000009282187,0.00003639775,0.9532067],"genre_scores_gemma":[0.004325177,0.000001929748,0.00006749595,0.0001853087,0.0002754639,0.000008371556,0.0001552428,0.00001181741,0.9949692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9204631,"threshold_uncertainty_score":0.2561147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003924652351980425,"score_gpt":0.1796933367390017,"score_spread":0.1757686843870213,"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."}}