{"id":"W4292425710","doi":"10.1123/cssm.2020-0016","title":"Costing Participation in Sport: The Best Option Dilemma of a Student-Athlete","year":2022,"lang":"en","type":"article","venue":"Case Studies in Sport Management","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Rowing; Griffin; Coaching; Dilemma; Club; Activity-based costing; Best practice; Athletes; Business; Public relations; Marketing; Psychology; Operations management; Management; Political science; Engineering; Economics; Medicine; Physical therapy; Geography","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":[0.001341274,0.0001129982,0.0003351087,0.000277324,0.000175336,0.00001394973,0.0001564498,0.000014599,0.0001024758],"category_scores_gemma":[0.000008915209,0.0001108501,0.00005842649,0.000510092,0.00006624085,0.00008723918,0.0003519744,0.0001346569,0.00001222519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227577,"about_ca_system_score_gemma":0.000004170141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000318139,"about_ca_topic_score_gemma":0.0002397811,"domain_scores_codex":[0.9985824,0.000004880078,0.0008214745,0.0002788595,0.00008620208,0.0002262342],"domain_scores_gemma":[0.9992475,0.00001446983,0.0004050519,0.0002928292,0.00002213288,0.00001800239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001774107,0.0002228956,0.8892776,0.00007686767,0.00008220383,0.001523046,0.002473002,0.03005499,8.885009e-8,0.07478133,0.0001068557,0.001383339],"study_design_scores_gemma":[0.001264528,0.0001790706,0.8834977,0.00008550826,0.00005895209,0.00005565361,0.03259506,0.01544069,0.00000192534,0.001736725,0.06469567,0.0003885491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926443,0.001541706,0.00002281465,0.0001150194,0.0004405229,0.0004344831,0.00001943056,0.00000665381,0.004775123],"genre_scores_gemma":[0.9978569,0.001167196,0.00004593577,0.0000984697,0.00003756386,0.0002805995,0.00001298302,0.0000109397,0.000489369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07304461,"threshold_uncertainty_score":0.4520335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08244511500829466,"score_gpt":0.32292665383465,"score_spread":0.2404815388263553,"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."}}