{"id":"W4400926273","doi":"10.1177/00027642241261260","title":"Tangled and Bumpy Roads to Gender Equity: Socio-Cultural Insights from Media Stories About Olympic Athletes and Motherhood","year":2024,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of British Columbia; Laurentian University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Athletes; Equity (law); Gender equity; Sociology; Gender studies; Sociology of sport; Psychology; Political science; Medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003094458,0.0002306213,0.0003210132,0.000077959,0.001061853,0.0009288163,0.0002821442,0.00009970712,0.0002164636],"category_scores_gemma":[0.00004108341,0.0001976983,0.0001029066,0.0007739722,0.002547472,0.0004450647,0.0002232108,0.0001567713,0.00002178642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002894033,"about_ca_system_score_gemma":0.0002120973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0290348,"about_ca_topic_score_gemma":0.01024041,"domain_scores_codex":[0.9976694,0.0001042354,0.000229148,0.0007015376,0.0007525402,0.0005431234],"domain_scores_gemma":[0.99906,0.0000824262,0.00007732247,0.0001976562,0.00009237566,0.0004902732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001095268,0.0001081126,0.08102475,0.00001178044,0.00005304957,0.00006842396,0.7742876,4.856431e-7,0.003847142,0.008655047,0.008230512,0.1237022],"study_design_scores_gemma":[0.0004217042,0.0001842169,0.3241147,0.00007790525,0.0002406367,0.000005391504,0.5630451,0.00002777385,0.0001526489,0.002337024,0.1084574,0.0009354589],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918073,0.003881264,0.00004596031,0.0006787005,0.001460558,0.0002448415,0.00007757473,0.0002032284,0.001600533],"genre_scores_gemma":[0.995978,0.0004848328,0.0007313608,0.0004005921,0.0004761422,0.0000276022,0.00003194331,0.00002378339,0.001845748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2430899,"threshold_uncertainty_score":0.9774309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04969066860616363,"score_gpt":0.3639116454358578,"score_spread":0.3142209768296942,"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."}}