{"id":"W4250639398","doi":"10.1515/iupac.87.0046","title":"Anoxia","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Chemical nomenclature; Relation (database); Computer science; Psychology; Chemistry; Linguistics; Philosophy; Data mining; Organic chemistry","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":[0.0007781524,0.001341607,0.001083632,0.003265613,0.0007063228,0.002474716,0.001587807,0.001227915,0.07617448],"category_scores_gemma":[0.005991605,0.0003736819,0.001564541,0.00443696,0.0003029662,0.001605706,0.001519366,0.001315543,0.05898012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122208,"about_ca_system_score_gemma":0.002112821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01471074,"about_ca_topic_score_gemma":0.02698386,"domain_scores_codex":[0.9987826,0.0001576318,0.0003242115,0.0003683059,0.0002397628,0.0001274498],"domain_scores_gemma":[0.9976113,0.0005597166,0.0004910432,0.0004713714,0.0006926775,0.0001738586],"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":[0.0004650268,0.0000468065,0.007149276,0.005146938,0.0001434868,0.0001062352,0.00005863806,0.0003714602,0.0003019372,0.001633253,0.9623005,0.0222765],"study_design_scores_gemma":[0.0002308534,0.00003169919,0.01294441,0.001413096,0.00008838867,0.0002557001,0.00009421335,0.000229389,0.0002719967,0.0014706,0.9829375,0.00003201836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004644337,0.0004683804,0.0001351398,0.0001188166,0.00009271774,0.00004412052,0.9947619,0.0002456186,0.003668866],"genre_scores_gemma":[0.001418043,0.000552122,0.0004470238,0.0002122295,0.00003943777,0.0001497098,0.9943593,0.00006571422,0.002756366],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07617448,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028296017032685,"score_gpt":0.3969139047964568,"score_spread":0.37663094462613,"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."}}