{"id":"W4239593764","doi":"10.1515/iupac.84.0299","title":"Assay","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":[0.001282509,0.000654491,0.001023348,0.0003808393,0.0003593858,0.00002804121,0.0008994946,0.001948415,0.03085829],"category_scores_gemma":[0.001746636,0.0004743237,0.0003452183,0.0001625303,0.0007721662,0.00009986803,0.0003656745,0.001315299,0.0002253889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003282047,"about_ca_system_score_gemma":0.001202629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007376682,"about_ca_topic_score_gemma":0.0001256912,"domain_scores_codex":[0.9966602,0.0009743546,0.0006909195,0.0006478695,0.0001634807,0.0008631853],"domain_scores_gemma":[0.9972844,0.0006192919,0.0003993606,0.001278834,0.0003785472,0.00003953893],"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":[0.001277259,0.000361584,0.000005692166,0.00005078993,0.0007084703,0.00006069027,0.000009648458,6.384894e-8,0.005504473,0.0000214738,0.9862063,0.005793563],"study_design_scores_gemma":[0.002113128,0.0005004244,0.00008147891,0.0002909712,0.0002117507,0.000221436,0.00001982404,2.456646e-8,0.003383226,0.00007009589,0.9925063,0.0006013119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00020772,0.01547548,0.00004631627,0.0007520193,0.004586778,0.0003621624,0.9783149,0.0001342349,0.0001204082],"genre_scores_gemma":[0.00009391252,0.002233203,0.000005401154,0.0005281978,0.0002345956,0.00004008428,0.9836857,0.00004777336,0.01313111],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0306329,"threshold_uncertainty_score":0.9997708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138730402135059,"score_gpt":0.3720205197057972,"score_spread":0.3606332156844466,"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."}}