{"id":"W4282843743","doi":"10.3389/fspor.2022.921329","title":"New Media, Digitalization, and the Evolution of the Professional Sport Industry","year":2022,"lang":"en","type":"review","venue":"Frontiers in Sports and Active Living","topic":"Digital Games and Media","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Media industry; Agency (philosophy); Popularity; Revenue; Personalization; Business; Digital media; Professional sport; Marketing; Advertising; Public relations; Political science; Sociology; Computer science; World Wide Web","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":[0.0006325337,0.0005239517,0.000680096,0.003359943,0.0004183358,0.001852985,0.0004786966,0.001192782,0.003457563],"category_scores_gemma":[0.001159552,0.0001829515,0.0004450873,0.003831446,0.0009613631,0.002276714,0.000847829,0.001381296,0.0007118607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151511,"about_ca_system_score_gemma":0.002171768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00295625,"about_ca_topic_score_gemma":0.004930718,"domain_scores_codex":[0.9997085,0.00007131427,0.00003233936,0.00004317302,0.0001120884,0.00003257721],"domain_scores_gemma":[0.9994696,0.0003072584,0.00007313906,0.00001147557,0.00009820765,0.00004040136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000555881,0.00007758075,0.0005755111,0.03145162,0.00009888881,0.0002415648,0.0005383625,0.0003436309,0.0007074072,0.02956993,0.02408316,0.9122568],"study_design_scores_gemma":[0.000007454168,0.00004744223,0.002917684,0.01345085,0.00008683566,0.0008128338,0.0004430297,0.00006839523,0.0001595668,0.007762863,0.9742261,0.0000169086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001499855,0.998037,0.00003939214,0.0003533925,0.0001049265,0.000001446896,0.000005789637,0.000001890557,0.001306138],"genre_scores_gemma":[0.001275209,0.9981009,0.00004709841,0.0001481683,0.0001034957,0.000002395057,0.000007799446,5.75188e-7,0.0003143281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003457563,"threshold_uncertainty_score":0.01156676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609313804646205,"score_gpt":0.2793367379703985,"score_spread":0.2632435999239364,"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."}}