{"id":"W3014246661","doi":"","title":"Affinity maturation in the B-cell response to antigen","year":2000,"lang":"en","type":"article","venue":"Immunologist","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Antigen; Cell biology; Biology; Immunology; Computational biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006021329,0.0001217661,0.0001241263,0.0001097696,0.0002251102,0.00003935249,0.0002862456,0.000164403,0.004534079],"category_scores_gemma":[0.0001232981,0.0000870737,0.000056683,0.0002479768,0.0001017287,0.0001223822,0.00002477239,0.0003777367,0.01099283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000586992,"about_ca_system_score_gemma":0.00002663531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003136143,"about_ca_topic_score_gemma":0.00003211216,"domain_scores_codex":[0.9986022,0.0006869892,0.0002423526,0.0001951599,0.00002833218,0.0002449909],"domain_scores_gemma":[0.9993562,0.0001966376,0.00004440584,0.0003678261,0.00002918905,0.000005818199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008569311,0.00025921,0.0002112694,0.000002149213,0.00001717286,0.000007902931,0.001670329,0.00003853102,0.9516498,0.00004157611,0.02154409,0.01598861],"study_design_scores_gemma":[0.0008427937,0.0003451169,0.1584947,0.00001161222,0.000004824844,0.00006792443,0.001152417,0.00000229433,0.1159106,0.00001890337,0.7230104,0.0001384335],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774208,0.001049722,0.00002926295,0.002312689,0.001145995,0.0002635371,0.000002505485,0.00006918614,0.01770628],"genre_scores_gemma":[0.9677079,0.0001374578,0.00002255467,0.00115761,0.00001383396,0.00003591362,0.00005117572,0.000007465938,0.03086607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8357393,"threshold_uncertainty_score":0.9963759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230583086735082,"score_gpt":0.2442217789268184,"score_spread":0.2319159480594676,"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."}}