{"id":"W2323007698","doi":"10.1128/ecosalplus.5.4.7","title":"Envelope Stress Responses","year":2009,"lang":"en","type":"article","venue":"EcoSal Plus","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Regulon; rpoS; Biology; Cell envelope; Salmonella enterica; Bacterial outer membrane; Cell biology; Escherichia coli; Polymyxin; Signal transduction; Microbiology; Periplasmic space; Sigma factor; Biochemistry; Gene; Gene expression","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":[],"consensus_categories":[],"category_scores_codex":[0.0001848184,0.00009900088,0.0001555353,0.0000068149,0.00009717684,0.00002394913,0.0001976826,0.00008560895,0.0006554493],"category_scores_gemma":[0.0001129968,0.00003437445,0.00006148593,0.0001236137,0.00002494103,0.00006073319,0.00002630225,0.0000853126,0.0002933916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001998241,"about_ca_system_score_gemma":0.000007871987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005662214,"about_ca_topic_score_gemma":0.0001534306,"domain_scores_codex":[0.9991848,0.0001063113,0.0001544042,0.000214139,0.00007731791,0.0002630605],"domain_scores_gemma":[0.9995403,0.0002574588,0.00004451345,0.00004856112,0.00002062541,0.00008859864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008374319,0.0002892585,0.1370022,0.000005507556,0.00003567846,0.0001526692,0.0002989489,0.00003036657,0.217077,0.00752725,0.05022464,0.5865189],"study_design_scores_gemma":[0.00009202658,0.0002369943,0.9466249,0.000005630363,0.000003452336,0.00001353493,0.00005810712,0.00001973075,0.001675257,0.003011252,0.04812217,0.0001369569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881925,0.0002035597,0.00000322276,0.004404111,0.0001549378,0.00006687802,0.00002602827,0.0000946249,0.006854163],"genre_scores_gemma":[0.9963868,0.00004328215,0.000082558,0.001810973,0.0003604353,0.000002649833,0.00004049923,3.418289e-7,0.001272451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8096226,"threshold_uncertainty_score":0.717671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008623752411664,"score_gpt":0.25166042268537,"score_spread":0.2215741851612534,"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."}}