{"id":"W4256263254","doi":"10.1515/iupac.84.1127","title":"Secondary Challenge","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005663946,0.00166976,0.002055761,0.003586479,0.00191111,0.006632373,0.0039366,0.003249067,0.1694052],"category_scores_gemma":[0.04789609,0.000736097,0.002790626,0.005962539,0.0009652784,0.005387957,0.005211165,0.003565565,0.1920925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002901255,"about_ca_system_score_gemma":0.006423938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599257,"about_ca_topic_score_gemma":0.02500968,"domain_scores_codex":[0.9916835,0.001814608,0.001183284,0.002663177,0.001701853,0.0009536534],"domain_scores_gemma":[0.9795709,0.006532576,0.001402132,0.006287631,0.005097904,0.001108991],"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":[0.000175856,0.00003193088,0.002221708,0.0007805022,0.00004834818,0.00003033812,0.00004165346,0.0001809568,0.0000615906,0.002951056,0.9848283,0.008647829],"study_design_scores_gemma":[0.0001315096,0.00001930642,0.002225978,0.0006394017,0.00002667975,0.00008663732,0.0001186816,0.0002729811,0.0001618495,0.003534327,0.9927613,0.00002139275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005813931,0.0005202584,0.0007143044,0.001706466,0.0005698941,0.0001542322,0.9818635,0.0009716518,0.01291826],"genre_scores_gemma":[0.00227669,0.0003202698,0.001626731,0.001772584,0.0001647841,0.0005452132,0.9846543,0.0003578669,0.008281496],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1694052,"threshold_uncertainty_score":0.566717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274610424127323,"score_gpt":0.3615486830757164,"score_spread":0.3488025788344432,"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."}}