{"id":"W4241987663","doi":"10.1515/iupac.84.0707","title":"Immunochemistry","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Biological Stains and Phytochemicals","field":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002609727,0.0004038,0.0008222295,0.00004830608,0.00005709227,0.00001939339,0.0002568649,0.0008440209,0.01205747],"category_scores_gemma":[0.0007005631,0.0002371819,0.0002992621,0.0001143841,0.000215676,0.00001675776,0.000169524,0.0007057348,0.000004247459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003258168,"about_ca_system_score_gemma":0.0005088559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002315978,"about_ca_topic_score_gemma":0.000005315533,"domain_scores_codex":[0.997936,0.00002589551,0.0004343898,0.0004944269,0.0006782422,0.0004311221],"domain_scores_gemma":[0.9981613,0.00008258694,0.0001759293,0.0009139603,0.0003898095,0.0002764811],"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":[0.0004257544,0.0002767606,0.00001239177,0.0002828835,0.0001395046,0.0001105293,8.288698e-7,5.71451e-9,0.002784054,0.000002095896,0.9917951,0.004170083],"study_design_scores_gemma":[0.001205168,0.0003217796,0.00004442815,0.0006961113,0.0001606909,0.00007002401,0.000004620848,1.646857e-7,0.00152147,0.0001563608,0.9954995,0.0003196664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000573196,0.002246294,0.0000184449,0.001280679,0.0002042969,0.0002694578,0.9950211,0.000067765,0.0003187311],"genre_scores_gemma":[0.000101669,0.001822752,0.00004684127,0.0009697973,0.001523667,0.00001744576,0.9944972,0.00002467819,0.0009959977],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01205323,"threshold_uncertainty_score":0.9888456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608527701305524,"score_gpt":0.4179926863580886,"score_spread":0.4019074093450334,"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."}}