{"id":"W4411657943","doi":"10.51847/mttwozr","title":"10.51847/mtTWOzr","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Council of Science and Technology, U.P.","keywords":"Laundry; Bacillus cereus; Amylase; Extracellular; Food science; Chemistry; Microbiology; Brewing; Bacteria; Biology; Biochemistry; Fermentation; Enzyme; Engineering; Waste management","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":[0.00004085933,0.00006114846,0.00004568525,0.00001563718,0.00003354699,0.00001306986,0.00006822977,0.00004615922,0.9248322],"category_scores_gemma":[0.00001335951,0.00006269318,0.00002426261,0.00005621362,0.00001096951,0.000001986932,0.00001640968,0.00002262604,0.7831622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003620255,"about_ca_system_score_gemma":0.00001015731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001097149,"about_ca_topic_score_gemma":4.105454e-8,"domain_scores_codex":[0.9996024,0.00001526925,0.00007194749,0.0001656657,0.00004802608,0.00009667825],"domain_scores_gemma":[0.9997307,9.082209e-7,0.00001226395,0.0001759226,0.0000282012,0.00005202222],"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":[0.00008378804,0.00003529506,9.219124e-7,0.000002634059,0.00001064309,4.416192e-7,0.000004623334,0.0000379383,0.2805221,7.493455e-7,0.04268421,0.6766167],"study_design_scores_gemma":[0.00009359252,0.00008820349,0.00008531311,0.00000181429,0.0000033834,0.000005239566,2.952727e-7,0.00001078815,0.02911671,3.456965e-7,0.9705114,0.00008294225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04703894,0.00005500077,0.00000860376,0.0004984338,0.000006317426,0.0001043589,0.000009233646,0.00003592196,0.9522432],"genre_scores_gemma":[0.004515336,0.000001965252,0.0000655736,0.0001804297,0.0002759697,0.000008377061,0.0001576333,0.00001181974,0.9947829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9278272,"threshold_uncertainty_score":0.2556554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003902743549186172,"score_gpt":0.1797733756488844,"score_spread":0.1758706320996982,"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."}}