{"id":"W4412718471","doi":"10.1123/ssj.2025-0029","title":"Scientific Neglect: Cis-Bias in the Sociology of Sport’s Approach to Trans Athletes","year":2025,"lang":"en","type":"article","venue":"Sociology of Sport Journal","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Athletes; Neglect; Perspective (graphical); Interpretation (philosophy); Sociology; Epistemology; Field (mathematics); Sociology of sport; Population; Erasure; Diversity (politics); Psychology; Social psychology; Social science; Philosophy; Anthropology; Medicine; Demography; Art","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1018125,0.0006832201,0.001148826,0.007058312,0.01271891,0.0137268,0.002368766,0.004468433,0.002530437],"category_scores_gemma":[0.1035533,0.0005765323,0.0006820777,0.004364375,0.1175159,0.01661902,0.02393672,0.008779744,0.0003815277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007247447,"about_ca_system_score_gemma":0.0130733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006470092,"about_ca_topic_score_gemma":0.005448562,"domain_scores_codex":[0.8859936,0.09242231,0.003749429,0.005988266,0.00938092,0.002465414],"domain_scores_gemma":[0.8406711,0.1173822,0.0113215,0.0122489,0.01388432,0.004492052],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003427056,0.00002538871,0.004469234,0.000405891,0.00003123571,0.0002521887,0.3312733,0.0001330368,0.0002898363,0.6463653,0.001981985,0.01473829],"study_design_scores_gemma":[0.0000212135,0.0001039995,0.003298136,0.001956285,0.00004822563,0.001040127,0.249261,0.0006473411,0.0007310084,0.6117467,0.1310919,0.00005397178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2513251,0.03895077,0.1293987,0.3012557,0.00503228,0.0002493174,0.0001250812,0.0001498203,0.2735133],"genre_scores_gemma":[0.9764674,0.004101488,0.004822592,0.01076099,0.0008705316,0.0001385634,0.00002187283,0.00005944552,0.002757054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8981875,"threshold_uncertainty_score":0.5384423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06005719749922632,"score_gpt":0.3292226071726964,"score_spread":0.2691654096734701,"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."}}