{"id":"W4389306749","doi":"10.1113/jp285954","title":"Reply from Sean Williams, Richard G. Carson and Katalin Tóth","year":2023,"lang":"en","type":"letter","venue":"The Journal of Physiology","topic":"Genetics and Physical Performance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"History","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":[0.0002169665,0.0002304553,0.0003858363,0.00003751716,0.00007355268,0.00001317398,0.0004603732,0.0003349848,0.00001484404],"category_scores_gemma":[0.00003508238,0.000149335,0.0001497639,0.00005971046,0.0001745533,0.000002634575,0.000204626,0.00087299,0.00002363205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008506332,"about_ca_system_score_gemma":0.00006985603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00010263,"about_ca_topic_score_gemma":0.000008531205,"domain_scores_codex":[0.9988278,0.0002052137,0.000335176,0.0002273617,0.0001418015,0.0002626328],"domain_scores_gemma":[0.9988605,0.0000880772,0.0004421213,0.0004423679,0.0001153851,0.00005155668],"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":[0.0000660583,0.000007400645,0.00002211589,0.00002161423,0.0001554583,0.000008046124,0.00004054223,0.00004243655,0.384623,8.816741e-7,0.6147549,0.0002575705],"study_design_scores_gemma":[0.0004189582,0.0008846074,0.005253404,0.00005613825,0.0001867112,0.00004628096,0.0000299933,0.00004649459,0.02843659,0.002172489,0.9621748,0.0002935115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9216095,0.002832399,0.00002299462,0.07439426,0.0008231433,0.00009985924,0.0001503945,0.000005262927,0.0000621897],"genre_scores_gemma":[0.5187405,0.01289937,0.0002089027,0.4339616,0.0306456,0.000006794857,0.000822871,0.0001640674,0.002550252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.402869,"threshold_uncertainty_score":0.6089702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202293763317434,"score_gpt":0.2341694619249368,"score_spread":0.2221465242917625,"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."}}