{"id":"W4220949993","doi":"10.3389/fspor.2022.813504","title":"The Future Is Now: Preparing Sport Management Graduates in Times of Disruption and Change","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sports and Active Living","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Western University","funders":"","keywords":"Temptation; Transformative learning; Work (physics); Entrepreneurship; Higher education; Public relations; Engineering ethics; Pedagogy; Psychology; Sociology; Medical education; Engineering; Business; Political science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00388315,0.0004736148,0.0003640136,0.0007288265,0.006774507,0.00717518,0.001380319,0.003683389,0.01394733],"category_scores_gemma":[0.005622675,0.0004320806,0.0004507059,0.0005480873,0.00234305,0.004554574,0.006566927,0.004645275,0.003261358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384626,"about_ca_system_score_gemma":0.011793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133585,"about_ca_topic_score_gemma":0.01762624,"domain_scores_codex":[0.9986081,0.0004214855,0.00005078829,0.0001071929,0.0002518778,0.0005605378],"domain_scores_gemma":[0.993461,0.0002754778,0.0003201919,0.00009138523,0.0005485452,0.005303334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000283932,0.003863831,0.07979174,0.001272084,0.000035226,0.003205954,0.1640866,0.0004408488,0.006750292,0.0115751,0.2807322,0.4479623],"study_design_scores_gemma":[0.00005533496,0.001566582,0.05082247,0.001294052,0.00002823415,0.0007434975,0.6071658,0.0002774415,0.001418769,0.007431898,0.3290988,0.00009726492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5887255,0.005543337,0.005628205,0.2937748,0.01271818,0.00128508,0.0001842981,0.0003930556,0.09174753],"genre_scores_gemma":[0.8337484,0.01294968,0.02677404,0.03468157,0.003708305,0.0008700211,0.0004529517,0.0001479609,0.08666717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01394733,"threshold_uncertainty_score":0.04665852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063493861757399,"score_gpt":0.259488204130105,"score_spread":0.2488532655125311,"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."}}