{"id":"W2157289182","doi":"10.51847/pcfatuc","title":"10.51847/pcFAtuC","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Life Sciences Research Board","keywords":"Levansucrase; Bacillus subtilis; Sucrose; Food science; Cane; Chemistry; Banana peel; Bacillales; Strain (injury); Biology; Bacteria; Sugar","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":[0.0001109299,0.0001545129,0.0002085369,0.0001309087,0.00007414181,0.000029887,0.0003628128,0.0002017265,0.9896173],"category_scores_gemma":[0.00008484991,0.0001581988,0.00006019054,0.0003589141,0.00007226876,0.00005720269,0.00005952047,0.0001935812,0.9898525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000448891,"about_ca_system_score_gemma":0.000007105521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001558906,"about_ca_topic_score_gemma":1.68305e-7,"domain_scores_codex":[0.9989519,0.00004923163,0.000198507,0.0002995912,0.0001095914,0.0003911376],"domain_scores_gemma":[0.9993186,0.00003221431,0.00002903815,0.0004959109,0.00003081765,0.00009343278],"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":[0.0001877593,0.00004068251,1.128986e-7,0.000004157375,0.000009305478,0.000003086808,0.00001335539,0.000008481974,0.02165757,0.000004518168,0.05508041,0.9229906],"study_design_scores_gemma":[0.0002181644,0.0002277229,0.00001442616,0.00001401817,0.00002094873,0.00002503887,4.668551e-7,0.00002219583,0.01373703,0.00001389709,0.9855157,0.0001903877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01027987,0.0002100555,5.337624e-7,0.002329778,0.00003058442,0.0002564255,0.00002000718,0.0005140361,0.9863587],"genre_scores_gemma":[0.001813214,2.469384e-7,0.0009214327,0.0003715699,0.0001981628,0.000008078981,0.000009013896,0.00003744966,0.9966408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9304353,"threshold_uncertainty_score":0.6451162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005993452739512329,"score_gpt":0.1981664235659633,"score_spread":0.192172970826451,"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."}}