{"id":"W4232394883","doi":"10.1515/iupac.84.0620","title":"Hemagglutination","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; 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":[],"category_scores_codex":[0.0007824323,0.0005233455,0.0007762552,0.000375273,0.0003331408,0.00002339147,0.0006360224,0.001484513,0.01880808],"category_scores_gemma":[0.001323171,0.000392521,0.0002560256,0.00015906,0.0005735993,0.000109623,0.0002605516,0.000934396,0.0001378752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003409217,"about_ca_system_score_gemma":0.0008804832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005390558,"about_ca_topic_score_gemma":0.00009148998,"domain_scores_codex":[0.9974888,0.000533238,0.0006153699,0.0005453789,0.000150823,0.0006663722],"domain_scores_gemma":[0.9978541,0.0003463753,0.0004064224,0.0009369983,0.0004278748,0.00002824375],"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":[0.0009764281,0.0003269318,0.000003963319,0.0000539686,0.0003851164,0.00002803231,0.00001095387,7.518779e-8,0.006189439,0.00002817718,0.9856902,0.006306692],"study_design_scores_gemma":[0.002002316,0.00045661,0.0001321736,0.0002674181,0.0001598309,0.0001703577,0.00002046473,4.109729e-8,0.005154034,0.00009403459,0.9910616,0.0004810823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004542272,0.01134123,0.00004662471,0.000719199,0.003361685,0.0003608703,0.9835042,0.0001187604,0.00009322075],"genre_scores_gemma":[0.0001938997,0.001748695,0.000005370524,0.0003542074,0.0001898691,0.00003627115,0.9887693,0.00003644182,0.008665939],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0186702,"threshold_uncertainty_score":0.9998527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106916458589502,"score_gpt":0.3742412152533608,"score_spread":0.3635495693944106,"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."}}