{"id":"W4391922163","doi":"10.17161/jis.v17i1.19739","title":"Reframing the Service Environment in Collegiate Sport: A Transformative Sport Service Research Approach","year":2024,"lang":"en","type":"article","venue":"Journal of Intercollegiate Sport","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cognitive reframing; Transformative learning; Service (business); Public relations; Sociology; Sport management; Psychology; Political science; Business; Social psychology; Marketing; Pedagogy","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":[0.01210618,0.000297868,0.0006500283,0.0008131341,0.0004836142,0.0002686791,0.001069932,0.0002465554,0.0003475306],"category_scores_gemma":[0.00003752195,0.0002067872,0.0002922675,0.00263879,0.0002234643,0.001134139,0.0001021786,0.001692985,0.0001140668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080611,"about_ca_system_score_gemma":0.001546816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275801,"about_ca_topic_score_gemma":0.002392065,"domain_scores_codex":[0.9952968,0.0001205551,0.001322366,0.0003419101,0.0019919,0.0009264634],"domain_scores_gemma":[0.9983686,0.00009943064,0.0003911315,0.0003285517,0.0004326339,0.0003796116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003752211,0.001997197,0.02131703,0.001322523,0.001223229,0.006758707,0.8443194,0.003236882,0.0005970629,0.0642638,0.03860223,0.01260972],"study_design_scores_gemma":[0.0007499807,0.0001721403,0.006962384,0.0007632212,0.00008076751,0.0001755406,0.07572271,0.0004078188,0.0001132419,0.0006343598,0.9139248,0.0002929998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926391,0.0008506745,0.00005880122,0.01288975,0.0009917368,0.0009189306,0.00001094425,0.00003793852,0.05785025],"genre_scores_gemma":[0.9918403,0.001580872,0.0002986747,0.0005269364,0.0008209514,0.00003059506,0.00001133002,0.00004504897,0.004845268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8753226,"threshold_uncertainty_score":0.8432537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05963451549556791,"score_gpt":0.3597044149696819,"score_spread":0.3000698994741139,"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."}}