{"id":"W4235684273","doi":"10.1515/iupac.84.0238","title":"Affinity Maturation","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Immunology; Medicine; Immune system; Philosophy; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001831781,0.002736808,0.001970869,0.003842445,0.001672176,0.005539295,0.004415294,0.002728699,0.1011581],"category_scores_gemma":[0.01265817,0.001130135,0.002792329,0.005778397,0.0004560559,0.003643622,0.003092693,0.003380601,0.1618524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002524255,"about_ca_system_score_gemma":0.004110827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01731682,"about_ca_topic_score_gemma":0.03832293,"domain_scores_codex":[0.9970641,0.0004075291,0.0004443716,0.001042648,0.0006550229,0.0003863095],"domain_scores_gemma":[0.9956553,0.001116693,0.0003596361,0.001381236,0.00119873,0.0002883035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000259761,0.00006094228,0.002957764,0.002057245,0.00009999362,0.00003832659,0.0000383467,0.0006030157,0.0003648379,0.00157353,0.9782169,0.0137293],"study_design_scores_gemma":[0.0001900933,0.00003047096,0.003645473,0.0004247824,0.00006186359,0.0001261312,0.00006195824,0.0008498071,0.000775394,0.003540001,0.9902591,0.00003501114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004499083,0.0006469737,0.0005689406,0.0002333718,0.0000983571,0.0000625281,0.991156,0.001994134,0.004789832],"genre_scores_gemma":[0.001143967,0.0003098804,0.001292002,0.0002239934,0.00001456893,0.0001443138,0.9944713,0.0001925497,0.002207414],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1011581,"threshold_uncertainty_score":0.3384076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218983976418061,"score_gpt":0.371557195310535,"score_spread":0.3593673555463544,"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."}}