{"id":"W2005507128","doi":"10.1126/science.1172747","title":"Innate and Adaptive Immunity Cooperate Flexibly to Maintain Host-Microbiota Mutualism","year":2009,"lang":"en","type":"article","venue":"Science","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":502,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute","keywords":"Immune system; Biology; Innate immune system; Acquired immune system; Compartmentalization (fire protection); Immunity; Pattern recognition receptor; Bacteria; Mutualism (biology); Microbiology; Immunology; Receptor; Cell biology; Ecology; Genetics; Enzyme","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":[0.0009836422,0.0001263444,0.0001452602,0.000235533,0.0005504672,0.00006375874,0.0003541388,0.00008648602,0.00007677265],"category_scores_gemma":[0.0002011998,0.0001087264,0.0000214245,0.0006277363,0.0005547428,0.0003372578,0.0001423985,0.0001954634,0.0004648847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005756264,"about_ca_system_score_gemma":0.0001631266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005229824,"about_ca_topic_score_gemma":0.000006521962,"domain_scores_codex":[0.9989423,0.0001472854,0.0001844563,0.000284392,0.00004166834,0.0003998669],"domain_scores_gemma":[0.9994277,0.00004348526,0.00005260062,0.0002779711,0.0001611516,0.00003710781],"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":[0.0001697576,0.00001896962,0.00001532109,9.08876e-7,0.000005333605,0.000002377398,0.001196591,0.000003602966,0.9819887,0.007637914,0.0002000408,0.008760457],"study_design_scores_gemma":[0.0004897044,0.000563825,0.05229465,0.00003255327,0.000006444066,0.00007881504,0.0005740818,0.00001688316,0.9292551,0.0004022113,0.01607067,0.0002150414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995507,0.0006579397,0.0003033341,0.001525064,0.0002642522,0.0002268548,0.000006542251,0.00005258099,0.001456445],"genre_scores_gemma":[0.9967418,0.00004835706,0.0002676403,0.001288375,0.00001002037,0.000004088229,0.000007307316,0.000003963793,0.00162845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0527336,"threshold_uncertainty_score":0.5975307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113298496981369,"score_gpt":0.2563289487879263,"score_spread":0.2451959638181126,"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."}}