{"id":"W3036948627","doi":"10.1123/cssm.2019-0026","title":"To Stream or Not to Stream? A Case of Social Media Management Within a Professional Sport Organization","year":2020,"lang":"en","type":"article","venue":"Case Studies in Sport Management","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Social media; Promotion (chess); Public relations; Sport management; Live streaming; Sociology; Media management; Advertising; Political science; Business; Multimedia; Computer science; Politics","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":[0.002345284,0.0007574157,0.0004434418,0.00134956,0.01442646,0.004303162,0.001908364,0.006784066,0.004380346],"category_scores_gemma":[0.008076667,0.0005266774,0.0006950162,0.001076596,0.006841678,0.003704366,0.003679409,0.004163408,0.0005236227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005113084,"about_ca_system_score_gemma":0.002940848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01681384,"about_ca_topic_score_gemma":0.03514859,"domain_scores_codex":[0.9955831,0.002394762,0.0001142384,0.000335086,0.0004949493,0.001077845],"domain_scores_gemma":[0.9961004,0.001486712,0.000439061,0.0001057144,0.0001992994,0.001668823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001898159,0.002029657,0.02469956,0.000332459,0.00005877059,0.2410648,0.5901594,0.002506236,0.002394578,0.07912929,0.02040503,0.0370304],"study_design_scores_gemma":[0.00004628643,0.0005115811,0.008014096,0.0004823435,0.00004235993,0.06525902,0.7946284,0.006591009,0.001753261,0.01177922,0.1107899,0.0001025053],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108914,0.0006574504,0.006182021,0.03264765,0.0003225277,0.0002456715,0.00006832508,0.00006799176,0.04891701],"genre_scores_gemma":[0.9739416,0.0007234071,0.004416054,0.002362574,0.000182556,0.0001339932,0.00003042589,0.00004365691,0.01816573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01681384,"threshold_uncertainty_score":0.03709817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04387152878367288,"score_gpt":0.3537003887477825,"score_spread":0.3098288599641096,"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."}}