{"id":"W4248512816","doi":"10.1515/iupac.84.1141","title":"Serology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371348,0.001469413,0.001363132,0.004645152,0.0007598342,0.003489542,0.0019709,0.001442852,0.1147487],"category_scores_gemma":[0.01131732,0.0004959686,0.001349703,0.005789264,0.0003342764,0.002084892,0.001926059,0.001842187,0.123341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560223,"about_ca_system_score_gemma":0.002997191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013558,"about_ca_topic_score_gemma":0.01511027,"domain_scores_codex":[0.9980037,0.0003015351,0.0004449624,0.0005817324,0.0004280792,0.0002400783],"domain_scores_gemma":[0.9938989,0.001448485,0.0009864105,0.001406211,0.001811205,0.0004488651],"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":[0.0002148994,0.00002921393,0.004443354,0.002111925,0.00006004357,0.0000518256,0.00003206706,0.0001846423,0.0001891613,0.001246409,0.9787111,0.01272544],"study_design_scores_gemma":[0.0001410372,0.00001475499,0.006948615,0.0007416225,0.00003417579,0.0001360435,0.00006471394,0.0001338353,0.0002443388,0.001099505,0.9904224,0.00001906306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000341517,0.0003631038,0.0001440167,0.000140854,0.00007096504,0.00003705105,0.9942951,0.0003405075,0.004266926],"genre_scores_gemma":[0.001339752,0.0004318608,0.0005483207,0.0002588757,0.00004294431,0.0001224019,0.9932505,0.0001023606,0.003902907],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1147487,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131298139484926,"score_gpt":0.3733847371557555,"score_spread":0.3620717557609063,"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."}}