{"id":"W2134632463","doi":"10.1534/genetics.110.119438","title":"Bacterial DNA Uptake Sequences Can Accumulate by Molecular Drive Alone","year":2010,"lang":"en","type":"article","venue":"Genetics","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Biology; Genetics; DNA; Computational biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003484605,0.000335958,0.0003783465,0.000220133,0.0002576561,0.0005181163,0.0002728876,0.0004879666,0.0007316543],"category_scores_gemma":[0.002215564,0.0002901694,0.0002647669,0.00022774,0.0003512379,0.0005644812,0.0004131629,0.0003160826,0.0003734911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004247998,"about_ca_system_score_gemma":0.000392998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005456024,"about_ca_topic_score_gemma":0.0009704993,"domain_scores_codex":[0.9997401,0.00005082342,0.00001212989,0.00005305519,0.0001078548,0.00003607582],"domain_scores_gemma":[0.9991714,0.0003762194,0.0001643849,0.0001301568,0.000110279,0.00004765908],"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":[0.0002378925,0.0001122538,0.01157204,0.0002520635,0.00006405616,0.0003247746,0.0001222289,0.08264601,0.8753304,0.01206011,0.0001249219,0.01715314],"study_design_scores_gemma":[0.00005607689,0.0008616101,0.006468691,0.00002463544,0.00008829573,0.0006532834,0.000113033,0.4091839,0.5701253,0.008164903,0.004222673,0.00003753213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715726,0.0001804563,0.02642112,0.00006102378,0.000007800779,0.00002470157,0.00004723546,0.0001715669,0.001513518],"genre_scores_gemma":[0.9887903,0.0001381544,0.01029568,0.00002889029,0.000002417658,0.0000255863,0.00008368999,0.00003299825,0.0006021649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007316543,"threshold_uncertainty_score":0.003082156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006912133954750464,"score_gpt":0.2312221461657178,"score_spread":0.2243100122109673,"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."}}