{"id":"W3006215407","doi":"10.1016/j.chom.2020.01.019","title":"In the Anti-CRISPR Jungle, Only the Weak Thrive?","year":2020,"lang":"en","type":"letter","venue":"Cell Host & Microbe","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University","funders":"Biotechnology and Biological Sciences Research Council; Natural Environment Research Council; Sight Research UK","keywords":"Biology; CRISPR; Context (archaeology); Jungle; Immune system; Microbiology; Genetics; Gene; Ecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001286294,0.0003824188,0.0002625497,0.00004074801,0.00009926697,0.00007876831,0.001009042,0.0004807123,0.00005669124],"category_scores_gemma":[0.0000213468,0.000251532,0.0002232114,0.000151642,0.0001108673,0.000002051446,0.0002615827,0.001169981,0.0001148903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001324849,"about_ca_system_score_gemma":0.00009793154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004828648,"about_ca_topic_score_gemma":0.00003815106,"domain_scores_codex":[0.9984682,0.0001097821,0.0002730171,0.0005344826,0.0001626926,0.0004518521],"domain_scores_gemma":[0.999,0.00003882897,0.00008672952,0.0008058663,0.00003493938,0.00003371183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000030118,0.00001423381,0.00002801095,0.00006207202,0.00002042524,0.00006819789,0.0001793229,0.00001896755,0.2774775,0.000001609682,0.7220621,0.00006449132],"study_design_scores_gemma":[0.0002263418,0.00006415993,0.0001605496,0.00002170987,0.00004254905,0.00004782201,0.0001218871,0.000006826273,0.1036535,0.000007469483,0.895346,0.0003011362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02697634,0.02775496,0.002601802,0.9256142,0.002178997,0.001441193,0.0002465651,0.00004650261,0.01313945],"genre_scores_gemma":[0.1039896,0.001834312,0.0002115463,0.8775551,0.006305976,0.00003464863,0.0009894361,0.0001651784,0.008914215],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.173824,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006198892817872427,"score_gpt":0.2499584857011257,"score_spread":0.2437595928832532,"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."}}