{"id":"W2394283215","doi":"","title":"SCREENING AND IDENTIFICATION OF COLD-ACTIVE β-GALACTOSIDASE-PRODUCING BACTERIUM AND CHARACTERIZATION OF THE β-GALACTOSIDASE","year":2010,"lang":"en","type":"article","venue":"CHINESE JOURNAL OF POLAR RESEARCH","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lactose; 16S ribosomal RNA; Yeast extract; Bacteria; Strain (injury); Food science; Enzyme assay; Biology; Enzyme; Microbiology; Chemistry; Biochemistry; Fermentation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118303,0.00008656969,0.000148152,0.000144819,0.0001099103,0.0000360273,0.0001476761,0.00008894601,0.000008395124],"category_scores_gemma":[0.0007891125,0.00005944327,0.00004902008,0.0002238802,0.0002005312,0.0000432211,0.0001096805,0.0003271221,1.684827e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005662136,"about_ca_system_score_gemma":0.00006980987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009432855,"about_ca_topic_score_gemma":0.000007080064,"domain_scores_codex":[0.9988884,0.0001836154,0.000381241,0.0001589192,0.0002762171,0.0001115482],"domain_scores_gemma":[0.9984978,0.00002499038,0.0004635561,0.0002429689,0.0007070945,0.00006359874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001239999,0.0000460393,0.07370877,0.00005553779,0.00002609678,2.473408e-7,0.0002822192,4.007017e-7,0.9247643,0.00002107322,0.00000970186,0.0009615666],"study_design_scores_gemma":[0.0001740745,0.00006267447,0.4398143,0.00001982093,0.000005755805,0.00002371972,0.00003445361,0.00001520947,0.5595865,0.00001042599,0.0002225257,0.00003056865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982519,0.0000849209,0.0007693585,0.0005208862,0.0001887825,0.0001441702,0.00002690678,0.000001421243,0.00001166133],"genre_scores_gemma":[0.9992928,0.0001515796,0.00008825464,0.00001303975,0.0002891933,0.00000177716,0.00002423394,0.00001336417,0.0001257617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3661055,"threshold_uncertainty_score":0.2424026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465847000558037,"score_gpt":0.303393455302039,"score_spread":0.2887349852964586,"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."}}