{"id":"W1574709177","doi":"10.51847/tdxnyus","title":"10.51847/tdXnYuS","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bacillus subtilis; Calcium alginate; Protease; Fermentation; Chemistry; Agar; Food science; Gelatin; Polyacrylamide; Calcium; Chromatography; Biochemistry; Biology; Bacteria; Enzyme; 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":[0.00004003253,0.00006104194,0.00004562591,0.00001620902,0.00003261018,0.00001314337,0.00006807462,0.00004676507,0.9212567],"category_scores_gemma":[0.00001388803,0.00006260846,0.00002409084,0.00005730413,0.00001101129,0.000001910054,0.00001641233,0.00002259858,0.7845743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003771991,"about_ca_system_score_gemma":0.00001035243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001165125,"about_ca_topic_score_gemma":4.209851e-8,"domain_scores_codex":[0.9996023,0.00001514913,0.00007166895,0.0001653945,0.00004863933,0.00009680811],"domain_scores_gemma":[0.9997299,8.906558e-7,0.00001220625,0.0001757013,0.00002836173,0.00005297533],"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":[0.00008012709,0.00003243984,8.140636e-7,0.000002448462,0.00001000609,4.712411e-7,0.000004252333,0.00002999448,0.2997303,6.458257e-7,0.03555236,0.6645562],"study_design_scores_gemma":[0.00009424015,0.00009339456,0.00008825195,0.000001722634,0.000003410206,0.000005787333,2.843647e-7,0.000007648505,0.03537979,3.301612e-7,0.9642428,0.00008234219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05089412,0.0000594224,0.000007961001,0.0004872728,0.000006501533,0.0001043131,0.000009693136,0.00003585123,0.9483949],"genre_scores_gemma":[0.00484331,0.000002044922,0.00006397157,0.0001748033,0.0002701271,0.000008351444,0.0001494636,0.00001156889,0.9944764],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9286904,"threshold_uncertainty_score":0.2553099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003882204626756809,"score_gpt":0.1792480929590684,"score_spread":0.1753658883323116,"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."}}