{"id":"W2154667464","doi":"10.1128/aem.00412-12","title":"Natural Transformation of Gallibacterium anatis","year":2012,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Plasmid; Biology; Transformation (genetics); Electroporation; Genome; Genetics; DNA; Microbiology; Gene","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000107802,0.0001144702,0.0001695181,0.00006827252,0.00009093234,0.000003222232,0.0000567508,0.0001363944,0.0009444978],"category_scores_gemma":[0.00000176422,0.0000987766,0.00004460044,0.00003932902,0.0003337373,0.00007687481,0.00005439556,0.000130647,0.000181296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002529033,"about_ca_system_score_gemma":0.000005409093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002883041,"about_ca_topic_score_gemma":0.000001868762,"domain_scores_codex":[0.9993001,0.00004588523,0.0001826901,0.0001282263,0.000007544841,0.0003355081],"domain_scores_gemma":[0.9997947,0.0000305892,0.00004932667,0.00009722461,0.000002688032,0.00002544757],"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":[0.00004478416,0.0001422426,0.001815629,0.00001668884,0.00005486287,9.173168e-8,0.0003607253,3.152351e-7,0.9901204,0.001170652,0.0001552588,0.006118376],"study_design_scores_gemma":[0.001091413,0.00007178388,0.02932571,0.000005464093,0.00003733092,0.0001623558,0.0005544986,7.231082e-7,0.9100702,0.00004141963,0.05844229,0.0001968185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952921,0.003238624,0.00005700558,0.00003364492,0.0002116525,0.0001650416,0.0001509426,0.00001616565,0.0008347824],"genre_scores_gemma":[0.9987183,0.000250448,0.00002940631,0.00007074875,0.00001468709,0.00001302237,0.0007605887,0.000008066589,0.0001347208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08005019,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005191990728910062,"score_gpt":0.1995910736423937,"score_spread":0.1943990829134837,"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."}}