{"id":"W4234263420","doi":"10.1515/iupac.87.0062","title":"Arachnoid Membrane","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; Relation (database); Chemical nomenclature; Computer science; Psychology; Chemistry; Linguistics; Philosophy; Organic chemistry; Data mining","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":[0.0006506584,0.001239421,0.001402755,0.003643658,0.0006410983,0.002514678,0.00170986,0.00115009,0.07222456],"category_scores_gemma":[0.006729679,0.0004489624,0.00190622,0.004048939,0.0003806703,0.001570779,0.001664263,0.001452146,0.05010802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059774,"about_ca_system_score_gemma":0.002902977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01267345,"about_ca_topic_score_gemma":0.02556384,"domain_scores_codex":[0.999119,0.000112398,0.0002864543,0.000241505,0.0001543689,0.00008626933],"domain_scores_gemma":[0.9973533,0.0007851432,0.000659757,0.0005038547,0.0005211165,0.0001768615],"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":[0.0008856761,0.0000404311,0.01016551,0.0121095,0.000309437,0.0003258435,0.00008638662,0.0006601135,0.0005663077,0.001801913,0.934563,0.03848602],"study_design_scores_gemma":[0.0003689979,0.00004205755,0.01718805,0.003612877,0.0001926285,0.0009290306,0.0001312752,0.0003934808,0.000508315,0.002566101,0.9740171,0.00005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006542376,0.0008507487,0.0002452396,0.00009074575,0.00005809999,0.0000617524,0.9950072,0.0003288419,0.002703098],"genre_scores_gemma":[0.002696026,0.001173943,0.001256828,0.0001967105,0.00003435471,0.0002318349,0.992624,0.0001003757,0.00168598],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07222456,"threshold_uncertainty_score":0.2416152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018784466700685,"score_gpt":0.3839578912731559,"score_spread":0.3651734245724709,"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."}}