{"id":"W4399296196","doi":"10.1093/jrssig/qmae038","title":"Peaks and primes: Do athletes get one shot at glory?","year":2024,"lang":"en","type":"article","venue":"Significance","topic":"Genetics and Physical Performance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Glory; Shot (pellet); Athletes; Physics; Art; Medicine; Physical therapy; Chemistry; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007921045,0.0001271282,0.00010167,0.00001564135,0.00006730366,0.00005434763,0.0001131583,0.00007365883,0.00004056456],"category_scores_gemma":[0.00001084862,0.0001172165,0.00004721479,0.00006677254,0.0001076828,0.000003049326,0.0001069584,0.00007717159,0.00005502985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000115758,"about_ca_system_score_gemma":0.00003941694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006648878,"about_ca_topic_score_gemma":0.000006872053,"domain_scores_codex":[0.9991813,0.00001627929,0.0001129645,0.0003852259,0.0001017434,0.0002024987],"domain_scores_gemma":[0.9996121,0.00001322877,0.00002090872,0.0002469212,0.0000275699,0.00007925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002782293,0.00002338979,0.0006740641,0.00008704599,0.00003388118,0.000002364744,0.00006327322,0.00003093509,0.9868861,0.000583879,0.003214579,0.008372637],"study_design_scores_gemma":[0.000204501,0.0003314434,0.006251864,0.00007538338,0.0000253001,0.000005975032,0.0000198488,0.0004575805,0.6397843,0.000885856,0.3516164,0.0003414871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781018,0.01570345,0.0002303343,0.0002139673,0.0001652655,0.0001416113,0.00003847754,0.00002201712,0.005383113],"genre_scores_gemma":[0.995082,0.00146181,0.0003471041,0.0001640401,0.0003554205,0.00002374602,0.00004065228,0.00002079533,0.002504385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3484019,"threshold_uncertainty_score":0.4779951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858675217401177,"score_gpt":0.2566060487363444,"score_spread":0.2380192965623326,"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."}}