{"id":"W4200601987","doi":"10.1080/13562517.2021.1989584","title":"Enacting and/or contesting the ‘normal TA body’: social location and the experiences of teaching assistants","year":2021,"lang":"en","type":"article","venue":"Teaching in Higher Education","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Presentation (obstetrics); Performativity; Construct (python library); Pedagogy; Graduate students; Psychology; Sociology; Point (geometry); Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009018098,0.00009942268,0.0001544862,0.00005946456,0.002161051,0.0002749516,0.0002046132,0.0000671731,0.00006042673],"category_scores_gemma":[0.00721736,0.00006591031,0.00002482012,0.0001925171,0.0004203905,0.0007342828,0.00007236309,0.0005692179,7.335226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073043,"about_ca_system_score_gemma":0.0004954368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005420926,"about_ca_topic_score_gemma":0.001199084,"domain_scores_codex":[0.9953673,0.003450477,0.0003535145,0.000223094,0.0004197627,0.0001858741],"domain_scores_gemma":[0.9960709,0.003209579,0.0004470734,0.0001389363,0.00009974666,0.00003372976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004069258,0.0001055051,0.02126419,0.0000278456,0.00001340532,3.62226e-7,0.7477179,0.000008618299,0.0001827576,0.2082445,0.0001883128,0.02220599],"study_design_scores_gemma":[0.0006438724,0.00002227712,0.1519886,0.0002276016,0.00006258398,0.000008917888,0.8334383,0.0005058658,0.00004704537,0.002340484,0.01052342,0.0001910371],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560683,0.0007202195,0.00007543713,0.02624784,0.0008049867,0.000219692,3.276813e-7,0.00003647834,0.01582666],"genre_scores_gemma":[0.9962927,0.00002771289,0.001004715,0.0003635838,0.0004735753,0.00006018119,0.000003303664,0.000009080182,0.001765182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.205904,"threshold_uncertainty_score":0.999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1353831577138557,"score_gpt":0.4515153402389523,"score_spread":0.3161321825250966,"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."}}