{"id":"W7046596508","doi":"","title":"Direct-interpolation-based prediction of white matter brain peak maximum principal strain in varsity canadian football players considering brain volume","year":2024,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Brain size; Football players; Volume (thermodynamics); Football; Strain (injury); White matter","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004189601,0.0003664804,0.0004233981,0.0010174,0.00005939919,0.00008393062,0.0002672578,0.0001967529,0.3079346],"category_scores_gemma":[0.00003117737,0.0004132107,0.0001458782,0.0003199399,0.00009394059,0.00002156902,0.0001513355,0.0004846824,0.0004366298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009535419,"about_ca_system_score_gemma":0.0007191678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1750011,"about_ca_topic_score_gemma":0.4117805,"domain_scores_codex":[0.9978858,0.0001556343,0.0003891788,0.0005956932,0.0004120987,0.0005615557],"domain_scores_gemma":[0.9989083,0.0001114914,0.0001814183,0.0004802413,0.00004819124,0.0002703384],"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":[0.00002458765,0.00006356553,0.09880369,0.0002259791,0.0001240627,0.00002745708,0.0007318179,0.00008442726,0.0004109441,0.0002270577,0.8961033,0.003173105],"study_design_scores_gemma":[0.0008186203,0.00007203454,0.0334083,0.00068344,0.00003633867,6.012551e-7,0.000473135,0.008826323,0.00003348157,0.00004044584,0.9552062,0.0004011125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004668343,0.00006459592,0.0006114672,0.01121349,0.000421016,0.001224352,0.002829551,0.00008173379,0.9788855],"genre_scores_gemma":[0.175449,7.190243e-7,0.0003051112,0.0002324203,0.0002237357,0.00007004166,0.0003569967,0.000218587,0.8231434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.307498,"threshold_uncertainty_score":0.999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009398922324794895,"score_gpt":0.2350854995915125,"score_spread":0.2256865772667176,"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."}}