{"id":"W4240378692","doi":"10.1515/iupac.84.0948","title":"Natural Immunity","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":["research_integrity"],"category_scores_codex":[0.0009478275,0.0007544502,0.001128009,0.0004134396,0.0005632936,0.00003457203,0.001202293,0.001686332,0.01674756],"category_scores_gemma":[0.001585262,0.0005474593,0.0004165639,0.0002014696,0.001040803,0.0001431225,0.0005645687,0.002308017,0.000146937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00040853,"about_ca_system_score_gemma":0.001210987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001906671,"about_ca_topic_score_gemma":0.0002269372,"domain_scores_codex":[0.9964793,0.0010101,0.0007616802,0.000615808,0.000177039,0.0009560411],"domain_scores_gemma":[0.9968986,0.0005674302,0.0004530912,0.0015547,0.0004875704,0.00003862962],"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":[0.002121599,0.000395817,0.000004829044,0.00005998072,0.0008165483,0.00005085297,0.00001773212,4.986995e-8,0.01317958,0.00001299061,0.979076,0.004263994],"study_design_scores_gemma":[0.002531814,0.0004791508,0.0002695932,0.0003182108,0.0002146589,0.0002903994,0.00004156938,4.04064e-8,0.004590305,0.00005795691,0.9905162,0.0006901281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002056984,0.03201688,0.000008743079,0.0004885687,0.006777315,0.0004017575,0.9580429,0.0001488807,0.00005803293],"genre_scores_gemma":[0.000815638,0.00269896,0.000005048396,0.0004829464,0.000213892,0.0000350252,0.9860424,0.00004911353,0.009656932],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02931792,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004613083821683,"score_gpt":0.3686733101760753,"score_spread":0.3586271793378585,"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."}}