{"id":"W31260673","doi":"10.1023/a:1009218512190","title":"Escherichia coli ß-galactosidase is heterogeneous with respect to a requirement for magnesium","year":2000,"lang":"en","type":"article","venue":"BioMetals","topic":"Hemoglobin structure and function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Escherichia coli; Magnesium; Beta-galactosidase; Chemistry; BETA (programming language); Microbiology; Biochemistry; Biology; Computer science; Gene; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001331323,0.0001672286,0.0001501635,0.00005477668,0.00007359875,0.00003621308,0.0001140703,0.0001020782,0.0004442665],"category_scores_gemma":[0.00001921072,0.0001330925,0.00008620724,0.0002007145,0.00003221161,0.000003440069,0.00002449663,0.00002473011,0.00005455437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001760856,"about_ca_system_score_gemma":0.00004262628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001466357,"about_ca_topic_score_gemma":0.00001252563,"domain_scores_codex":[0.9989226,0.00002371567,0.0001676027,0.0004946521,0.0001254333,0.0002659823],"domain_scores_gemma":[0.9992982,0.000004916031,0.00003761604,0.0004649234,0.00006640304,0.0001279991],"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":[0.0007447964,0.00003683336,0.0001291417,0.0000194091,0.000059679,0.000003351397,0.00003201123,0.00001158096,0.9831079,0.000005527736,0.00682218,0.009027575],"study_design_scores_gemma":[0.000466696,0.001233156,0.0003840205,0.000003944953,0.0000334586,0.00001304575,0.000007077378,0.000006480816,0.6399004,0.00002299166,0.3577601,0.0001686954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994059,0.0002514201,0.003090223,0.0004038179,0.0001084937,0.0005901069,0.00008440096,0.00002103203,0.001391524],"genre_scores_gemma":[0.9881133,0.00001731777,0.003564562,0.002329425,0.0002998722,0.0001206757,0.00008819583,0.00002968561,0.005436894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3509379,"threshold_uncertainty_score":0.5427355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140379301202321,"score_gpt":0.2594046578066974,"score_spread":0.2453667276864653,"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."}}