{"id":"W1603214549","doi":"10.51847/lyzbjv9","title":"10.51847/LYZBJv9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Size-exclusion chromatography; Chromatography; Protease; Enzyme; Ion chromatography; Bacteria; Enzyme assay; Chemistry; Biology; Acetone; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000673841,0.002171527,0.001299239,0.002964511,0.001457818,0.004033993,0.001805872,0.0037008,0.9105672],"category_scores_gemma":[0.0007187065,0.0008064136,0.0008193678,0.002426642,0.0008451363,0.001811993,0.002884095,0.001613313,0.9658875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282828,"about_ca_system_score_gemma":0.0006942747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798382,"about_ca_topic_score_gemma":0.001239231,"domain_scores_codex":[0.9995114,0.00004335247,0.00004748043,0.0001320483,0.0001597965,0.0001060127],"domain_scores_gemma":[0.9992709,0.00006329257,0.00007162972,0.0001433289,0.0001389172,0.000312035],"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":[0.001060149,0.001094861,0.002871711,0.0007443146,0.00005678598,0.001027578,0.0001369027,0.0007827419,0.09435005,0.006786903,0.1902157,0.7008724],"study_design_scores_gemma":[0.0001430244,0.0002067764,0.005068215,0.000210659,0.00001622845,0.0012403,0.0001145184,0.000838527,0.007799802,0.001775639,0.9825484,0.00003795249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01433992,0.001959739,0.01000969,0.001988222,0.001970194,0.000495465,0.02422017,0.01434626,0.9306704],"genre_scores_gemma":[0.01132274,0.0003929638,0.003210705,0.0005677409,0.0001973509,0.0001868713,0.02322529,0.001434309,0.959462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08943278,"threshold_uncertainty_score":0.127565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003890329205194581,"score_gpt":0.1795523321239817,"score_spread":0.1756620029187871,"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."}}