{"id":"W2133887607","doi":"10.1111/j.1365-2958.2010.07485.x","title":"Identifying your enemies - could envelope stress trigger microbial immunity?","year":2010,"lang":"en","type":"article","venue":"Molecular Microbiology","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biology; CRISPR; Nucleic acid; Innate immune system; Immunity; Genome; Acquired immune system; Archaea; Genetics; Plasmid; Cell envelope; Computational biology; Immune system; Gene; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002018309,0.0003088042,0.0002576816,0.0001060137,0.0001510363,0.00004984978,0.0003916703,0.0004859014,0.0001145959],"category_scores_gemma":[0.00007528399,0.000321368,0.00018076,0.000110582,0.0001814868,0.00000418738,0.0003156819,0.0004396533,0.00004483929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001044308,"about_ca_system_score_gemma":0.0000600938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000521116,"about_ca_topic_score_gemma":0.0001408114,"domain_scores_codex":[0.9985396,0.0000813391,0.000317386,0.000508757,0.0000457307,0.0005072449],"domain_scores_gemma":[0.9990701,0.00001346844,0.00008134989,0.0006370155,0.00009969341,0.00009834917],"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":[0.00002467609,0.00004642667,0.0002842724,0.00002441603,0.00009876076,0.0001685193,0.00008567875,0.00008221724,0.9974002,0.00006959477,0.0008943229,0.0008209566],"study_design_scores_gemma":[0.0005339814,0.00007331923,0.000143464,0.0000094144,0.00003275854,0.002603519,0.00008964373,0.000006910481,0.911624,0.00001935312,0.0845028,0.0003608557],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981689,0.001387038,0.01499,0.0001102839,0.0009637317,0.0002031122,0.00009224108,0.00004005952,0.0005245673],"genre_scores_gemma":[0.9946839,0.00009265981,0.00345795,0.0002992961,0.0002362322,0.00002098511,0.0004736228,0.00005831149,0.0006770279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08577618,"threshold_uncertainty_score":0.9999238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00782194440751011,"score_gpt":0.2852667085102464,"score_spread":0.2774447641027363,"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."}}