{"id":"W4244131721","doi":"10.1515/iupac.84.0993","title":"Passive Hemagglutination","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":3,"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":[0.0005651143,0.0005757193,0.0008526484,0.0003894045,0.0003764231,0.00002576622,0.0006555998,0.001602356,0.01606979],"category_scores_gemma":[0.001554916,0.0004308907,0.00028127,0.0001693236,0.0006512704,0.0001214822,0.0002847363,0.001029682,0.0001337548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004097378,"about_ca_system_score_gemma":0.00102309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005639328,"about_ca_topic_score_gemma":0.00009994942,"domain_scores_codex":[0.9972673,0.0006000026,0.0006553225,0.0005973745,0.0001645194,0.0007154983],"domain_scores_gemma":[0.997531,0.0004244642,0.0005163198,0.0009499189,0.0005458489,0.0000324763],"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":[0.001090069,0.0003440243,0.000002786331,0.00005457902,0.0004989945,0.00004313865,0.00001553186,9.826228e-8,0.005094476,0.00003664472,0.9828191,0.01000054],"study_design_scores_gemma":[0.002235208,0.0005349904,0.0001781811,0.0003066346,0.0001936481,0.0001752943,0.00002900419,4.896528e-8,0.007045535,0.0001442668,0.9886287,0.0005285009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004255425,0.008350357,0.00005885735,0.001187063,0.003450989,0.0004267937,0.9859203,0.0001139453,0.00006621767],"genre_scores_gemma":[0.0002930554,0.001839337,0.000005450038,0.000393931,0.0002123154,0.00005264486,0.9896417,0.0000396047,0.007521946],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01593604,"threshold_uncertainty_score":0.9998143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009500532800266373,"score_gpt":0.3658228895333706,"score_spread":0.3563223567331043,"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."}}