{"id":"W2134639887","doi":"10.51847/5lwfuz3","title":"10.51847/5lwfuZ3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jaypee Institute of Information Technology","keywords":"Bacillus cereus; Bagasse; Amylase; Starch; Chemistry; Nuclear chemistry; Enzyme; Dyeing; Food science; 16S ribosomal RNA; Bacteria; Biology; Biochemistry; Organic chemistry; Biotechnology","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":[0.00004093492,0.00006121646,0.00004562823,0.00001582728,0.00003375253,0.00001328429,0.00006885517,0.00004688748,0.9251907],"category_scores_gemma":[0.00001353689,0.00006278064,0.00002379936,0.0000557418,0.0000111283,0.000001973548,0.00001739828,0.00002204743,0.7895775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003830009,"about_ca_system_score_gemma":0.00001049587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001111461,"about_ca_topic_score_gemma":4.083412e-8,"domain_scores_codex":[0.999602,0.00001531859,0.00007193334,0.0001659528,0.00004863042,0.00009615958],"domain_scores_gemma":[0.9997301,8.65293e-7,0.00001226433,0.0001763245,0.00002818396,0.00005227762],"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":[0.00008263341,0.00003431594,8.048774e-7,0.000002719358,0.00001044364,4.421153e-7,0.000004723361,0.00003711724,0.3019326,7.561268e-7,0.04412917,0.6537643],"study_design_scores_gemma":[0.00009258424,0.00008802848,0.00008490719,0.000001787991,0.000003371214,0.000005286974,2.907232e-7,0.000009782301,0.03086061,3.484908e-7,0.9687701,0.0000829302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04379119,0.00005494211,0.00000843639,0.0005333425,0.000006369191,0.0001039119,0.000009832736,0.00003554314,0.9554564],"genre_scores_gemma":[0.00423377,0.000002024248,0.00006638375,0.0001897292,0.0002742439,0.000008164037,0.0001565291,0.00001182987,0.9950573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9246409,"threshold_uncertainty_score":0.256012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003923120846398551,"score_gpt":0.1797008309514385,"score_spread":0.1757777101050399,"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."}}