{"id":"W4407344528","doi":"10.1080/13573322.2025.2461616","title":"Winning-at-all-costs: high-performance athletes learn to conform to the sport ethic","year":2025,"lang":"en","type":"article","venue":"Sport Education and Society","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Athletes; Psychology; Sociology of sport; Physical education; Pedagogy; Sociology; Gender studies; Physical therapy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008215563,0.0001951783,0.0002206764,0.00007495235,0.0004693376,0.00003043913,0.0002856232,0.0002549118,0.001285261],"category_scores_gemma":[0.00001094225,0.0001574873,0.00008034601,0.0004783854,0.0001318472,0.00009177487,0.00007049935,0.0004316603,0.0007903503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360782,"about_ca_system_score_gemma":0.0002045898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002830704,"about_ca_topic_score_gemma":0.00005629683,"domain_scores_codex":[0.9986446,0.000008023143,0.0003366136,0.0004443911,0.0001497271,0.0004165942],"domain_scores_gemma":[0.999044,0.00002722538,0.00009892767,0.0005655902,0.0001047189,0.0001595619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001010145,0.0001509819,0.5691059,0.00002770582,0.0001005976,6.975568e-7,0.02050709,0.000008689311,0.00003709646,0.01710765,0.3706693,0.02218333],"study_design_scores_gemma":[0.0001505359,0.00004086894,0.5205081,0.00002947232,0.00001794496,0.000005646802,0.003723731,0.000004848922,0.00004415459,0.00002557151,0.4753399,0.0001092247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9278685,0.00041966,0.00002296723,0.0145507,0.003631664,0.0004640215,0.000005256639,0.00007625725,0.05296101],"genre_scores_gemma":[0.842883,0.000207359,0.0002253111,0.06195238,0.0002772241,0.000188561,0.00007073637,0.00001407833,0.09418133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046706,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504108096875044,"score_gpt":0.3397352277507988,"score_spread":0.3246941467820483,"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."}}