{"id":"W4237389284","doi":"10.1515/iupac.84.0523","title":"Enhancing Antibody","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":[0.001191115,0.001369834,0.001339087,0.002805484,0.0007646501,0.002681214,0.002114707,0.001904186,0.100046],"category_scores_gemma":[0.00913998,0.0005568789,0.001586135,0.003811069,0.0002643749,0.001785547,0.001471104,0.001748235,0.09176097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598562,"about_ca_system_score_gemma":0.002323673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352279,"about_ca_topic_score_gemma":0.02767339,"domain_scores_codex":[0.9983992,0.000218855,0.0002893863,0.000541778,0.000348876,0.0002019893],"domain_scores_gemma":[0.9968864,0.0008642537,0.0004939708,0.0007613582,0.0007861484,0.000207781],"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":[0.0004084173,0.00006656824,0.005343761,0.002869596,0.000103848,0.00004838833,0.00002690138,0.0004097348,0.0003550314,0.00142729,0.9656091,0.02333133],"study_design_scores_gemma":[0.0002517014,0.00003940329,0.007955506,0.0006087216,0.00007362072,0.0001502785,0.0000407249,0.0003078526,0.0005475298,0.001543543,0.9884595,0.00002155133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004709377,0.0005456069,0.0002020082,0.0001456093,0.00006366153,0.00004620274,0.9941863,0.0003996459,0.003940106],"genre_scores_gemma":[0.001891971,0.0005005941,0.001046848,0.0003894235,0.00002761588,0.0001597798,0.9920839,0.00008267759,0.003817135],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.100046,"threshold_uncertainty_score":0.3346871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009559196886394693,"score_gpt":0.3857806199991982,"score_spread":0.3762214231128035,"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."}}