{"id":"W4253937916","doi":"10.1515/iupac.84.1031","title":"Plasma","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":[0.0006792568,0.0006548456,0.001002054,0.0003839502,0.0003623359,0.0000265295,0.0008850638,0.001889773,0.02714734],"category_scores_gemma":[0.001122055,0.0004789991,0.0003267206,0.0001548721,0.0007967485,0.00009824453,0.0003633558,0.00124976,0.000242126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046018,"about_ca_system_score_gemma":0.001156129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000650409,"about_ca_topic_score_gemma":0.0001426223,"domain_scores_codex":[0.9970955,0.0005694706,0.0006834884,0.0006406602,0.0001533875,0.0008574835],"domain_scores_gemma":[0.9975755,0.0004699217,0.000385233,0.001199535,0.000330185,0.00003964947],"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":[0.001914813,0.0003479394,0.000004337991,0.00005385659,0.0007019712,0.00006552804,0.00001156477,1.001883e-7,0.005066602,0.00001740281,0.9858059,0.006009932],"study_design_scores_gemma":[0.002877707,0.0006079245,0.0000597714,0.0002951518,0.0002028082,0.0002880267,0.00002324739,4.441683e-8,0.005018282,0.00004783503,0.9899803,0.0005988544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0011235,0.009216147,0.00001366894,0.0005488439,0.004621157,0.0003658275,0.9838732,0.0001345026,0.00010316],"genre_scores_gemma":[0.0001264965,0.00235982,0.000005251713,0.0003651024,0.000218936,0.00004052058,0.9850075,0.00004748557,0.01182887],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02690521,"threshold_uncertainty_score":0.9997662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130402341837358,"score_gpt":0.3651051121246396,"score_spread":0.353801088706266,"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."}}