{"id":"W4210658653","doi":"10.26522/jess.v6i.3594","title":"Sparring with Stereotypes","year":2021,"lang":"en","type":"article","venue":"Journal of Emerging Sport Studies","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Athletes; Ethnography; Psychology; Sociology; Physical therapy; Medicine; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008259421,0.00009332307,0.0003260438,0.00004529263,0.0005319012,0.00003163775,0.0001133748,0.00003470806,0.0001306349],"category_scores_gemma":[0.0001100486,0.00007100524,0.0001377466,0.0002577598,0.0001772761,0.000202195,0.00003661114,0.0001615658,0.000001626914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009331244,"about_ca_system_score_gemma":0.0003537864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006967872,"about_ca_topic_score_gemma":0.0006754987,"domain_scores_codex":[0.99878,0.00002322582,0.0003218311,0.0001118045,0.0005240272,0.0002391396],"domain_scores_gemma":[0.9988174,0.00003903462,0.000321135,0.00009087371,0.0006465364,0.00008495771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004344251,0.0000993501,0.6062888,0.00004966977,0.001103315,0.00111445,0.3716716,0.000161666,0.00005272296,0.007895351,0.009308749,0.002210943],"study_design_scores_gemma":[0.0003401497,0.00005665669,0.02728201,0.0001711241,0.0001287168,0.0000475619,0.7752086,9.325854e-7,0.0001713304,0.0004985354,0.1959308,0.0001635379],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746723,0.009416481,0.00004834967,0.002533177,0.001042734,0.00003585769,3.75298e-7,0.00001946145,0.01223124],"genre_scores_gemma":[0.9851415,0.006412869,0.001357079,0.0002662637,0.0009151535,8.646631e-7,2.982243e-7,0.00001060136,0.0058954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5790068,"threshold_uncertainty_score":0.4091008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05725426264713759,"score_gpt":0.3547859602505896,"score_spread":0.297531697603452,"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."}}