{"id":"W4411657013","doi":"10.51847/ubedlqqbrs","title":"10.51847/ubedlqqBrs","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tabriz; Islamic Azad University","keywords":"Stearate; Polyvinyl alcohol; Sponge; Chemistry; Agar; Organic chemistry; 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":[0.00004255855,0.00006409531,0.00004732985,0.00001728791,0.00003418422,0.00001356434,0.00007191731,0.0000484697,0.9217021],"category_scores_gemma":[0.00001432027,0.00006584539,0.00002564616,0.00006054445,0.00001176635,0.000002107093,0.00001695954,0.00002366266,0.7772778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003974697,"about_ca_system_score_gemma":0.00001023114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001144913,"about_ca_topic_score_gemma":4.275678e-8,"domain_scores_codex":[0.9995844,0.00001593903,0.00007516802,0.0001726305,0.00005080959,0.0001009904],"domain_scores_gemma":[0.999721,9.425648e-7,0.0000126275,0.0001809714,0.00002872912,0.00005571425],"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":[0.00007722465,0.00004210057,0.000001014642,0.000002672501,0.00001143771,4.667582e-7,0.000005761237,0.00004862691,0.2591141,6.500464e-7,0.04363683,0.6970592],"study_design_scores_gemma":[0.00009546345,0.00009100992,0.00009122372,0.000001878971,0.00000356043,0.000006194658,3.850833e-7,0.00001064289,0.02876831,3.287268e-7,0.9708439,0.00008709387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05323595,0.00005835787,0.000007936468,0.0004846841,0.000007122876,0.0001043878,0.000009937061,0.00003741924,0.9460542],"genre_scores_gemma":[0.004604718,0.000002023305,0.00007217695,0.0001835679,0.0002827398,0.000008829487,0.0001584405,0.00001247856,0.994675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9272071,"threshold_uncertainty_score":0.2685097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003843579340974632,"score_gpt":0.1796609296463267,"score_spread":0.1758173503053521,"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."}}