{"id":"W4239854328","doi":"10.1515/iupac.84.1083","title":"Prozone Effect","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":[0.0009784326,0.001306966,0.001420016,0.002437486,0.000483669,0.00189156,0.001732197,0.001575906,0.07095778],"category_scores_gemma":[0.007393808,0.0003847888,0.002137656,0.002578447,0.0002922027,0.001143985,0.00102167,0.00164509,0.03515285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273363,"about_ca_system_score_gemma":0.001843216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086785,"about_ca_topic_score_gemma":0.02201724,"domain_scores_codex":[0.9987878,0.000173547,0.0002874691,0.0003691879,0.0002742161,0.0001078232],"domain_scores_gemma":[0.9965753,0.001246721,0.0008680312,0.0005005785,0.0006228,0.0001865642],"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":[0.002486253,0.0001320074,0.01534395,0.01541728,0.0005478355,0.0001564533,0.00005415467,0.0009475737,0.0006883707,0.002006515,0.9184933,0.04372639],"study_design_scores_gemma":[0.0009754897,0.0001527051,0.02995788,0.002709221,0.0005368389,0.0003808341,0.0000608824,0.0003911607,0.001085961,0.002057693,0.9616296,0.00006165119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006261107,0.001131247,0.00009018354,0.0001380367,0.00005762727,0.00003756048,0.9953929,0.0001525877,0.002373788],"genre_scores_gemma":[0.005011935,0.001364583,0.0006767832,0.000467043,0.00005103042,0.0002122079,0.9879507,0.00007319383,0.004192493],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07095778,"threshold_uncertainty_score":0.2373774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007725527296557452,"score_gpt":0.3677202766890449,"score_spread":0.3599947493924874,"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."}}