{"id":"W4229566166","doi":"10.1515/iupac.84.0256","title":"Amyloid","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; Medicine; Immunology; 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":[0.0007448229,0.0006692772,0.001033187,0.0003913241,0.0003705996,0.00002770207,0.0009209194,0.001838173,0.03085747],"category_scores_gemma":[0.001070317,0.0004891861,0.0003487665,0.0001675143,0.0008360285,0.0001013569,0.0003740688,0.001274685,0.0002335591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216893,"about_ca_system_score_gemma":0.001155012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008470481,"about_ca_topic_score_gemma":0.0001296453,"domain_scores_codex":[0.9969861,0.00060975,0.0007032449,0.0006608767,0.0001579835,0.0008820492],"domain_scores_gemma":[0.9974971,0.0004058996,0.0003957032,0.001296926,0.0003633136,0.00004098813],"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":[0.001550754,0.0003631225,0.000004919503,0.00005532386,0.0006603744,0.00005712867,0.00001155896,6.928446e-8,0.007995483,0.00001585499,0.9847277,0.004557735],"study_design_scores_gemma":[0.0023003,0.0005929905,0.00009244185,0.0002896641,0.0002033742,0.0002364776,0.00002380298,1.62664e-8,0.004593174,0.00006752209,0.9909849,0.0006153248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000558336,0.01751038,0.00002239556,0.0006027169,0.004355117,0.0003797922,0.9763336,0.0001383905,0.00009929355],"genre_scores_gemma":[0.0001085663,0.003125631,0.000004821277,0.0005663981,0.0002454152,0.0000420498,0.9841761,0.00004930895,0.01168174],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03062391,"threshold_uncertainty_score":0.999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107082208926558,"score_gpt":0.3663303517896055,"score_spread":0.35525952970034,"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."}}