{"id":"W4411617689","doi":"10.51847/n7dfyqx","title":"10.51847/n7dFyQx","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Sindh","keywords":"Bacillus subtilis; Substrate (aquarium); Food science; Chemistry; Extracellular; Microbiology; Biology; Biochemistry; 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":[0.00004126279,0.00006132575,0.00004562912,0.00001602763,0.00003324126,0.00001289295,0.00006913917,0.00004843994,0.9257492],"category_scores_gemma":[0.0000137284,0.00006285856,0.00002420921,0.00005668916,0.00001109565,0.000001995048,0.00001677038,0.00002360751,0.7906467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003689353,"about_ca_system_score_gemma":0.00001022673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001057075,"about_ca_topic_score_gemma":3.883327e-8,"domain_scores_codex":[0.9996002,0.00001531051,0.00007245327,0.0001665884,0.00004874012,0.00009668009],"domain_scores_gemma":[0.9997321,8.925709e-7,0.00001234493,0.0001739078,0.00002781498,0.00005288507],"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":[0.00007907445,0.00003262042,8.664127e-7,0.000002589188,0.00001018284,4.12679e-7,0.000004506579,0.00003492042,0.2815852,7.310859e-7,0.03946516,0.6787837],"study_design_scores_gemma":[0.00009246928,0.00008739054,0.00008863175,0.000001826579,0.000003377812,0.000005218957,2.896544e-7,0.000009914845,0.02931704,3.355115e-7,0.9703103,0.00008316714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04511369,0.00005700581,0.000008571796,0.0005507424,0.000006210742,0.0001058006,0.000009475437,0.00003637494,0.9541121],"genre_scores_gemma":[0.00400252,0.000002187331,0.00006581407,0.0001916407,0.0002773493,0.000008385093,0.0001523111,0.00001182771,0.995288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9308452,"threshold_uncertainty_score":0.2563298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00391027887897821,"score_gpt":0.1795530396864214,"score_spread":0.1756427608074432,"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."}}