{"id":"W4289826792","doi":"10.1079/tourism.2022.0028","title":"Measuring the Value of Varsity Athletics Through Student Retention and the Balanced Scorecard Strategy","year":2022,"lang":"en","type":"article","venue":"Tourism Cases","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Graduation (instrument); Balanced scorecard; Pride; Athletes; Value (mathematics); Reputation; Public relations; Psychology; Medical education; Management; Political science; Marketing; Business; Engineering; Medicine; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008615985,0.00008131991,0.0002240822,0.0000328019,0.0003657728,0.00004217733,0.0001911127,0.00001932212,0.0002106352],"category_scores_gemma":[0.00002475215,0.0000582292,0.00008645001,0.0001269527,0.0001200258,0.00006702431,0.0001535078,0.000149424,0.000003319025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003273764,"about_ca_system_score_gemma":0.00001238525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008651823,"about_ca_topic_score_gemma":0.0000146609,"domain_scores_codex":[0.9992612,0.00002654632,0.0003282586,0.0001690492,0.00008282323,0.0001321456],"domain_scores_gemma":[0.9993297,0.00007918742,0.0002847828,0.0002677364,0.00002147893,0.00001710175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002415566,0.0002237365,0.2128455,0.00008475632,0.0002683245,0.00007735235,0.005865985,0.04082051,0.00002054456,0.734368,0.003695575,0.001488231],"study_design_scores_gemma":[0.004551614,0.0006313044,0.7791081,0.00005209092,0.0002056075,0.0001840842,0.00502515,0.04286394,0.0002729027,0.1033388,0.06300192,0.0007645211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909321,0.003780215,0.0001914753,0.000538607,0.000238406,0.0001797252,0.00007253231,0.000008176602,0.004058753],"genre_scores_gemma":[0.9982457,0.001037694,0.00003160955,0.0001611859,0.0000788518,0.00001628886,0.000005271896,0.000007888644,0.0004155724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6310292,"threshold_uncertainty_score":0.2813266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06496783910987672,"score_gpt":0.2340097023542008,"score_spread":0.1690418632443241,"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."}}