{"id":"W1504135420","doi":"10.1016/s0065-2776(05)87006-3","title":"New Insights into Alternative Mechanisms of Immune Receptor Diversification","year":2005,"lang":"en","type":"review","venue":"Advances in immunology","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute of Allergy and Infectious Diseases; Moffitt Cancer Center; National Institutes of Health; Cancer Research Institute","keywords":"Biology; Innate immune system; Immunoglobulin superfamily; Acquired immune system; Receptor; Immune system; Vertebrate; Germline; Pattern recognition receptor; Evolutionary biology; Cell biology; Genetics; Immunology; Gene","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001375235,0.0005495374,0.001785091,0.0006015153,0.00009629794,0.000007728964,0.001033574,0.0007513066,0.0009464803],"category_scores_gemma":[0.00006605313,0.0004655806,0.0004409383,0.0004728567,0.0003106084,0.0003179696,0.0004274886,0.0006356144,0.001325886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345647,"about_ca_system_score_gemma":0.0001614921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001457141,"about_ca_topic_score_gemma":0.00007460939,"domain_scores_codex":[0.9973751,0.0004053003,0.001102829,0.0006621931,0.00004424932,0.000410339],"domain_scores_gemma":[0.99807,0.0001644986,0.00105513,0.0006173369,0.00007318817,0.00001981858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007212014,0.0001232331,5.627112e-7,0.0008669288,0.0006289681,0.000003391049,0.0004876184,0.000001757841,0.003686845,0.0271933,0.0005237802,0.9664115],"study_design_scores_gemma":[0.0008901804,0.0001316315,0.000003074768,0.002146612,0.0003723179,0.000008558002,0.000228529,9.096466e-8,0.001709594,0.002381943,0.9917102,0.000417279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009267503,0.9934758,0.002235831,0.00002752664,0.002106629,0.0008346377,0.00003361206,0.00005292255,0.001223802],"genre_scores_gemma":[0.0001890064,0.9932801,0.001093398,0.00001986115,0.00005907576,0.00007322769,0.001557613,0.00004187591,0.003685819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9911864,"threshold_uncertainty_score":0.9999668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397381519483429,"score_gpt":0.2891722615713226,"score_spread":0.2751984463764883,"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."}}