{"id":"W4404910671","doi":"10.58693/ier.113","title":"Racialized Mathematics Learning Experiences of Black Undergraduate Students","year":2023,"lang":"en","type":"article","venue":"International Educational Review","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Mathematics education; Mathematics","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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001521807,0.00008946497,0.0001861971,0.0001240779,0.0001703516,0.00005692335,0.0006166789,0.00003628331,0.002790713],"category_scores_gemma":[0.01024161,0.00008990206,0.00008793685,0.0007117777,0.0003534517,0.0002057773,0.00006293289,0.0001033112,0.0009683007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485072,"about_ca_system_score_gemma":0.0006646215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005135903,"about_ca_topic_score_gemma":0.00001934207,"domain_scores_codex":[0.9978749,0.0002110154,0.0004418354,0.0001742092,0.001117767,0.000180323],"domain_scores_gemma":[0.9978837,0.001064086,0.0002157495,0.0001218861,0.0006217808,0.00009283794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005168249,0.0003922094,0.0009142672,0.0004047633,0.00005826395,6.130921e-7,0.1554758,0.00002986857,0.00004565644,0.8242223,0.01470334,0.003747734],"study_design_scores_gemma":[0.0002690039,0.00003231167,0.002583032,0.003596671,0.00008227523,0.000003102301,0.3010327,0.0001612924,0.00007248864,0.2364517,0.4553503,0.0003651296],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7507979,0.003356363,0.0002211225,0.1435792,0.004485803,0.0009425489,0.000009622917,0.0001754883,0.09643197],"genre_scores_gemma":[0.9527581,0.02430408,0.0006232054,0.0004966336,0.0004605566,0.0002203504,0.00008259866,0.00001438083,0.02104015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5877706,"threshold_uncertainty_score":0.9998096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0479281926928595,"score_gpt":0.5015979452398613,"score_spread":0.4536697525470018,"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."}}