{"id":"W4234473476","doi":"10.1515/iupac.84.0616","title":"Hay Fever","year":2016,"lang":"es","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; Immunology; Medicine; 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":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001701113,0.001494424,0.002206608,0.0007245983,0.0009939146,0.00009909894,0.001695853,0.003924832,0.05415292],"category_scores_gemma":[0.002330353,0.001136325,0.0007819257,0.0003512593,0.00241666,0.0002761349,0.0009299112,0.002483647,0.0006204195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007411737,"about_ca_system_score_gemma":0.002744633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000124805,"about_ca_topic_score_gemma":0.0001059841,"domain_scores_codex":[0.9929084,0.001888019,0.001546326,0.001403875,0.0003713006,0.001882137],"domain_scores_gemma":[0.9946143,0.001101643,0.0009292372,0.002339075,0.0008895139,0.0001262168],"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":[0.005446377,0.001258959,0.00008367391,0.0002107796,0.002423139,0.0002326269,0.00006489744,2.804104e-7,0.01941382,0.0001552024,0.9597957,0.01091453],"study_design_scores_gemma":[0.005436896,0.001415264,0.001066368,0.001271886,0.0006681202,0.0005476463,0.0001028732,2.16033e-7,0.007841555,0.0001150859,0.9801352,0.00139886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006138973,0.03334948,0.00008781214,0.002118073,0.007383271,0.0008215409,0.9496983,0.0001720047,0.0002305588],"genre_scores_gemma":[0.001929002,0.01787345,0.00001824972,0.001320883,0.0007282456,0.00006734548,0.9456816,0.0001424537,0.03223878],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0535325,"threshold_uncertainty_score":0.9998177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102494274335891,"score_gpt":0.3782943117277678,"score_spread":0.3672693689844089,"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."}}