{"id":"W2896215637","doi":"10.1126/science.aat5867","title":"Genome hypermobility by lateral transduction","year":2018,"lang":"en","type":"article","venue":"Science","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":287,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Medical Research Council; Biotechnology and Biological Sciences Research Council; Ministry of Education - Singapore; Medical Research Council; Wellcome; Directorate for Biological Sciences; European Research Council; National University of Singapore; Wellcome Trust","keywords":"Prophage; Transduction (biophysics); Lytic cycle; Biology; Genome; Temperateness; Genetics; Gene; Bacteriophage; Lysogenic cycle; DNA replication; DNA; Cell biology; Virus; Escherichia coli","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":["insufficient_payload"],"category_scores_codex":[0.0001892895,0.00005425705,0.00004172949,0.00001565703,0.0003194293,0.00005058345,0.000231156,0.0000175325,0.008508908],"category_scores_gemma":[0.000008251665,0.00004702904,0.00002049118,0.0003077249,0.001266083,0.0005636992,0.00006510982,0.00005151584,0.001642193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157021,"about_ca_system_score_gemma":0.000009554919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000190365,"about_ca_topic_score_gemma":0.00006414589,"domain_scores_codex":[0.9992994,0.000009575811,0.00008112629,0.0002751829,0.0001219118,0.000212807],"domain_scores_gemma":[0.9997213,0.000003200425,0.0000202286,0.0001693259,0.00001076526,0.00007514029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000002696355,0.00002131778,0.0004920359,3.365577e-7,3.543045e-7,1.665502e-7,0.0002107943,0.000001284482,0.9966797,0.00000231312,0.0002103321,0.002378621],"study_design_scores_gemma":[0.00007393455,0.00008859442,0.6025065,0.000001766589,0.000002808984,0.00002207348,0.00002641597,0.00007361902,0.2715847,0.00009136512,0.1254095,0.000118704],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900714,0.000005090249,0.0002743343,0.0002355818,0.0003846602,0.00006543942,0.000007808805,0.00002888844,0.00892686],"genre_scores_gemma":[0.9976917,0.000002933298,0.0003526483,0.0001776158,0.00005186587,0.00000285736,0.000001560043,0.000002929406,0.001715919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.725095,"threshold_uncertainty_score":0.9991351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006902505731819331,"score_gpt":0.2350433425886273,"score_spread":0.228140836856808,"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."}}