{"id":"W4236210294","doi":"10.1515/iupac.84.0954","title":"Negative Selection","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; Medicine; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000611657,0.0005710084,0.0008359296,0.0003854724,0.0004267585,0.00002475184,0.0005296612,0.001594852,0.02029919],"category_scores_gemma":[0.001459506,0.0004281118,0.0002603823,0.0002276146,0.0006390238,0.0001223283,0.0002086961,0.00123307,0.0001190972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004479151,"about_ca_system_score_gemma":0.001161175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001535004,"about_ca_topic_score_gemma":0.0003162479,"domain_scores_codex":[0.9972582,0.0007374595,0.0005782996,0.0005907828,0.0001339353,0.0007012882],"domain_scores_gemma":[0.9979506,0.0004949124,0.0004087824,0.000621459,0.0004933125,0.00003090645],"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":[0.002077319,0.0003035544,0.000007418621,0.00003872782,0.0007264043,0.00001627295,0.00002025107,2.067307e-7,0.008556362,0.00001389662,0.9846861,0.003553516],"study_design_scores_gemma":[0.002196618,0.0007962665,0.0001585462,0.0002388037,0.0002012389,0.0001945179,0.00003313235,7.523341e-8,0.01370831,0.0001166238,0.9818472,0.0005086223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007713786,0.004685479,0.00005404971,0.0004162937,0.002943974,0.0004227991,0.9905086,0.0001317253,0.00006571296],"genre_scores_gemma":[0.0002175123,0.001487343,0.000009310661,0.000335541,0.0002293149,0.00004897663,0.9892612,0.00003979691,0.008371044],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02018009,"threshold_uncertainty_score":0.9998171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042707474138525,"score_gpt":0.3685475332815333,"score_spread":0.3581204585401481,"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."}}