{"id":"W7005390978","doi":"","title":"Racialized Mathematics Learning Experiences of Black Undergraduate Students in Ontario","year":2023,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Qualitative research; Race (biology); Class (philosophy); Ethnic group; Experiential learning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005540355,0.0001278346,0.0003470024,0.00007197464,0.0003156203,0.00001189225,0.0004816896,0.0001381825,0.000448559],"category_scores_gemma":[0.00008587092,0.0000784382,0.0001120471,0.0005461204,0.0002537065,0.000234597,0.0003476683,0.00027043,0.0001085859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007007065,"about_ca_system_score_gemma":0.00002243596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002099892,"about_ca_topic_score_gemma":0.1840461,"domain_scores_codex":[0.9988596,0.0001283594,0.0001965656,0.0002468554,0.0002891729,0.0002794247],"domain_scores_gemma":[0.9993255,0.0002867068,0.000219062,0.00005714111,0.00005245551,0.00005912943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009809602,0.0001246836,0.9697,0.00001496018,0.00005055519,0.00003013336,0.02355211,0.00002777314,0.006051655,0.0000703914,0.00005765135,0.0002219394],"study_design_scores_gemma":[0.0004523651,0.0001312427,0.9381411,0.00004984832,0.00001941693,0.000001628556,0.0589267,0.00001588388,0.0004851852,0.0004338874,0.001204945,0.0001377989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981253,0.00001682095,6.485062e-7,0.0002340968,0.00006849725,0.0001622957,0.00000747684,0.00004201687,0.00134284],"genre_scores_gemma":[0.9957302,0.00004393499,0.00007291693,0.00001228994,0.000009371329,0.000001074562,0.00002676946,8.442102e-7,0.004102563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1819462,"threshold_uncertainty_score":0.8308429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912828580141811,"score_gpt":0.2279606390177117,"score_spread":0.1888323532162936,"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."}}