{"id":"W4402198693","doi":"10.1080/02602938.2024.2388699","title":"‘There was very little room for me to be me’: the lived tensions between assessment standardisation and student diversity","year":2024,"lang":"en","type":"article","venue":"Assessment & Evaluation in Higher Education","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Curtin University of Technology","keywords":"Diversity (politics); Pedagogy; Psychology; Higher education; Lived experience; Sociology; Mathematics education; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.01661459,0.0004608923,0.0008848732,0.001477897,0.01919225,0.01297799,0.002243805,0.003118626,0.001613195],"category_scores_gemma":[0.03971044,0.0007471894,0.0004535867,0.001009269,0.04847531,0.01193811,0.01783701,0.009724039,0.0003289826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005573444,"about_ca_system_score_gemma":0.005223068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006808419,"about_ca_topic_score_gemma":0.006794023,"domain_scores_codex":[0.9701284,0.02293287,0.0006595258,0.001488168,0.002972832,0.001818219],"domain_scores_gemma":[0.9748497,0.01302073,0.002481102,0.001995293,0.002223695,0.005429442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001649286,0.00001635356,0.001865416,0.00001804713,0.000003894317,0.0003119411,0.9898453,0.00002202671,0.0002382672,0.004141364,0.0003597394,0.003161206],"study_design_scores_gemma":[0.000005340992,0.00006157017,0.00229742,0.00008887988,0.000006424845,0.0006138312,0.9777591,0.0001219628,0.0002755313,0.004702392,0.01402196,0.0000455111],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730043,0.0006772702,0.003153545,0.01363388,0.000155829,0.00002072954,0.00001637706,0.00002966903,0.009308444],"genre_scores_gemma":[0.9979292,0.0001365212,0.0003726947,0.0005437378,0.00002020575,0.00001110676,0.000005222539,0.00001417377,0.0009670047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01919225,"threshold_uncertainty_score":0.08786738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1927564632755125,"score_gpt":0.5260661712831748,"score_spread":0.3333097080076622,"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."}}