{"id":"W4234158333","doi":"10.1515/iupac.84.0245","title":"Allergy","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Biomedical and Chemical Research","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":[0.0003400084,0.0003237134,0.000692002,0.0001683799,0.0000485345,0.00001880625,0.0003231474,0.0006976201,0.02931516],"category_scores_gemma":[0.001384368,0.0001901682,0.0002330061,0.0002071527,0.0003868944,0.00002340391,0.0002482318,0.0009182518,0.00001987628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003577833,"about_ca_system_score_gemma":0.00132988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006814888,"about_ca_topic_score_gemma":0.00006883349,"domain_scores_codex":[0.9962067,0.00003371219,0.0003931505,0.0004885657,0.002296748,0.0005811133],"domain_scores_gemma":[0.9977908,0.0001202419,0.00008588497,0.000757913,0.0005021325,0.0007430844],"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":[0.0004883058,0.0003954079,0.000001551648,0.0003232653,0.0002004688,0.0003314401,0.000001260203,1.629196e-9,0.0002924431,0.000004654295,0.9802247,0.01773651],"study_design_scores_gemma":[0.00171125,0.0004294068,0.00002210134,0.0008257384,0.00007152504,0.00005158159,0.000004425636,9.159492e-7,0.0001918791,0.0001180242,0.9963444,0.000228754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005519981,0.001106328,0.00002787906,0.008637903,0.0002627716,0.0002046911,0.9893113,0.0000564956,0.0003374738],"genre_scores_gemma":[0.000007729145,0.003767262,0.00002911188,0.001313345,0.00197732,0.00001380777,0.9878815,0.00003221947,0.004977665],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02929528,"threshold_uncertainty_score":0.9715722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264645271062013,"score_gpt":0.4581178123602247,"score_spread":0.4354713596496046,"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."}}