{"id":"W7115315795","doi":"","title":"Symposium: Honouring the Legacy of Dr. Eric Roy","year":2025,"lang":"en","type":"article","venue":"Centre for Business and Diplomatic Studies (Binus University)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concussion; Neurocognitive; Neuropsychology; Theme (computing); League; Field hockey","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005737233,0.001675261,0.00133267,0.001217996,0.0034423,0.008500012,0.001752908,0.006357817,0.02207406],"category_scores_gemma":[0.01574328,0.000495883,0.001415479,0.0004525138,0.002516333,0.005125528,0.004359341,0.01772138,0.0151558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003425529,"about_ca_system_score_gemma":0.007298593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00322523,"about_ca_topic_score_gemma":0.006314613,"domain_scores_codex":[0.9963791,0.0007974714,0.0001576336,0.0006859283,0.001444804,0.000535153],"domain_scores_gemma":[0.9813286,0.001425787,0.000482893,0.0003743596,0.005537158,0.01085109],"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":[0.00002537062,0.00002378214,0.00009984277,0.00005539119,0.000007174002,0.0001581591,0.0002336072,0.00002406748,0.0002223607,0.001149918,0.9876451,0.01035528],"study_design_scores_gemma":[0.000008639422,0.00003617518,0.0002158937,0.0001325854,0.000006135869,0.0005424973,0.0005131842,0.00004485428,0.0001412079,0.001011876,0.9973269,0.00002012995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0009328719,0.02405142,0.000941358,0.542169,0.4191507,0.00004223104,0.0001347901,0.00020235,0.01237532],"genre_scores_gemma":[0.01677505,0.02628281,0.002511927,0.3120455,0.43966,0.0001424884,0.0002670864,0.0004991728,0.201816],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02207406,"threshold_uncertainty_score":0.07384515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05041791787798088,"score_gpt":0.298021104533946,"score_spread":0.2476031866559651,"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."}}