{"id":"W4200032912","doi":"10.18848/978-1-61229-000-3/cgp","title":"Sport Media Vectors: Gender and Diversity, Reconstructing the Field","year":2021,"lang":"en","type":"book","venue":"Common Ground Research Networks eBooks","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Basketball; Gender equity; Narrative; Diversity (politics); Equity (law); Media studies; Public relations; Sociology; Political science; Gender studies; History; Art; Literature; Law; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00603488,0.000313879,0.0005381588,0.0001230559,0.00622494,0.0006091899,0.001116718,0.00106363,0.0003922552],"category_scores_gemma":[0.0002588698,0.0002648322,0.000288009,0.0001744903,0.002548611,0.00009765874,0.002310016,0.003256165,0.000005595731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004920901,"about_ca_system_score_gemma":0.001439147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004152412,"about_ca_topic_score_gemma":0.009620161,"domain_scores_codex":[0.9954167,0.0006583467,0.0003892232,0.0006818412,0.001730729,0.001123138],"domain_scores_gemma":[0.9946374,0.003666455,0.0001888495,0.0006999871,0.0004014554,0.0004058259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005809978,0.00004026029,0.02033919,0.0001528286,0.000572764,0.0005421143,0.2012576,0.000008144284,4.077325e-7,0.2247315,0.4851303,0.06716689],"study_design_scores_gemma":[0.0002941322,0.00004857538,0.001241116,0.0002824968,0.00009859721,0.00002332573,0.11544,0.00006466632,9.409291e-7,0.0397601,0.8421432,0.0006028565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00601354,0.005469937,0.00003398299,0.0003494394,0.001867579,0.0006458406,0.000006064107,0.00009174191,0.9855219],"genre_scores_gemma":[0.1611171,0.005611973,0.00006649149,0.001004432,0.008799936,0.00003942714,0.0000899673,0.00008859049,0.8231821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3570129,"threshold_uncertainty_score":0.9999804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1421684383252186,"score_gpt":0.3688516817970168,"score_spread":0.2266832434717982,"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."}}