{"id":"W4375934951","doi":"10.1123/ijsc.2023-0100","title":"Examining the Digital Pitch: A 3-Year Examination of Social Media Metrics From Men’s Professional Sport","year":2023,"lang":"en","type":"article","venue":"International Journal of Sport Communication","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"League; Social media; Football; Professional sport; Psychology; Public relations; Set (abstract data type); Advertising; Sociology; Political science; Computer science; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003075305,0.00009977968,0.0002206068,0.0002620243,0.0003381086,0.0001015271,0.001301654,0.0001302327,0.0001893912],"category_scores_gemma":[0.0003855755,0.00008214793,0.0001644993,0.0005822096,0.0003041904,0.0005680386,0.0001779365,0.0003361393,0.00001076776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523068,"about_ca_system_score_gemma":0.0003751385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002271391,"about_ca_topic_score_gemma":0.00009994461,"domain_scores_codex":[0.9971633,0.00005966707,0.0007239955,0.0001138915,0.001783119,0.0001560237],"domain_scores_gemma":[0.9970483,0.0004110001,0.00114434,0.0002136336,0.001118675,0.00006400987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001649999,0.0004474286,0.3643383,0.000007909664,0.0005175277,0.00003332119,0.4856802,0.00005809554,0.0001356169,0.0816218,0.01010763,0.05688721],"study_design_scores_gemma":[0.00042658,0.0000143178,0.7519511,0.00005158046,0.00003380388,0.000003368355,0.2149018,0.00008278823,0.00004250744,0.001676046,0.03072,0.00009613318],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981362,0.000135119,0.0000367682,0.002087384,0.001077616,0.0001099846,0.00002832516,0.00003105596,0.01513178],"genre_scores_gemma":[0.9971603,0.0008315851,0.000263089,0.0000557446,0.0007189529,0.000005941427,0.000224398,0.00001319251,0.0007268311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3876128,"threshold_uncertainty_score":0.3349895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07785938352139377,"score_gpt":0.3447732019908374,"score_spread":0.2669138184694437,"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."}}