{"id":"W4405674849","doi":"10.24908/pceea.2024.18564","title":"The Intersectional Experiences of Women of Colour in Undergraduate Engineering","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University of Alberta; McMaster University","keywords":"Engineering ethics; Engineering; Psychology; Medical education; Mathematics education; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.003472875,0.0007206484,0.0008493909,0.001787138,0.0276409,0.00820339,0.001377301,0.00199078,0.004954562],"category_scores_gemma":[0.00719138,0.0005382095,0.0004933072,0.00158162,0.01761205,0.003090136,0.01285719,0.0031147,0.0004648443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007506935,"about_ca_system_score_gemma":0.008645719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.105994,"about_ca_topic_score_gemma":0.1874411,"domain_scores_codex":[0.9950268,0.002222933,0.00009275075,0.000314876,0.0006095899,0.0017331],"domain_scores_gemma":[0.9944872,0.001949154,0.0004434726,0.0001624008,0.0005950619,0.002362698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003730667,0.00001664187,0.004349804,0.00002584773,0.000003047811,0.0008359756,0.9891834,0.00001665078,0.0005252868,0.001297139,0.0004472906,0.003261556],"study_design_scores_gemma":[0.000001509389,0.00002469264,0.001805617,0.00002979592,0.000003464517,0.0003964034,0.989053,0.00001763425,0.0001291087,0.0001912046,0.008331654,0.00001598043],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857465,0.0004725179,0.0006812355,0.002337296,0.0001045422,0.0000287896,0.00003802856,0.00001891126,0.01057212],"genre_scores_gemma":[0.9946638,0.0002975487,0.0002761898,0.0004855462,0.00001702328,0.00001990382,0.00001197022,0.00002257111,0.004205282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.105994,"threshold_uncertainty_score":0.2107541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00543800897591453,"score_gpt":0.2109992224183878,"score_spread":0.2055612134424732,"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."}}