{"id":"W4243666676","doi":"10.1515/iupac.79.2008","title":"Serum","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":[0.001499481,0.001835599,0.001519876,0.003615142,0.001028418,0.00372327,0.00266018,0.002026235,0.2082481],"category_scores_gemma":[0.01311146,0.0005803159,0.001772847,0.007034331,0.00034767,0.002605375,0.002218788,0.001682,0.2456514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00184513,"about_ca_system_score_gemma":0.003206315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02124513,"about_ca_topic_score_gemma":0.03497053,"domain_scores_codex":[0.9974493,0.0004133032,0.0004570225,0.0008910148,0.0005217992,0.0002674431],"domain_scores_gemma":[0.9948414,0.001246449,0.0005349777,0.001234116,0.001836598,0.0003065548],"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":[0.0001036975,0.00001570518,0.0012198,0.0008141138,0.00003146401,0.00001759286,0.00001990375,0.0001130617,0.00006320393,0.0006448965,0.9900625,0.006893916],"study_design_scores_gemma":[0.0001584792,0.00001605751,0.00329957,0.0005798752,0.00003555902,0.00006276192,0.0000845204,0.0001867504,0.0001601087,0.001627917,0.993765,0.00002349004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008965129,0.00009582144,0.0000977147,0.00009784918,0.00003327922,0.00002319852,0.9977149,0.0002286036,0.001618973],"genre_scores_gemma":[0.0003651987,0.0001104224,0.0003644212,0.0001779356,0.00001496846,0.0001347096,0.9969746,0.00006854117,0.001789256],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2082481,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587844760530684,"score_gpt":0.4239256034243147,"score_spread":0.4080471558190079,"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."}}