{"id":"W4405675037","doi":"10.24908/pceea.2024.18611","title":"Accelerating Awareness: Hidden Equity, Diversity, and Inclusion Learning Outcomes within an Immersive Classroom Activity","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Inclusion (mineral); Equity (law); Diversity (politics); Psychology; Sociology; Social psychology; Political science; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001673922,0.0005208413,0.0002750664,0.0003638013,0.000691107,0.002884364,0.0007641504,0.0006476833,0.00697176],"category_scores_gemma":[0.004875304,0.0001572906,0.0003330173,0.0001437709,0.001131854,0.001761146,0.004920257,0.001018051,0.0006772917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374662,"about_ca_system_score_gemma":0.0006092643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002878005,"about_ca_topic_score_gemma":0.0006395652,"domain_scores_codex":[0.9987042,0.0005177975,0.00003710251,0.0001705899,0.0003168848,0.0002532964],"domain_scores_gemma":[0.9978504,0.001156493,0.0001762422,0.0001725394,0.0001253991,0.0005188613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001175131,0.02061232,0.0376093,0.001580684,0.0001320572,0.001198492,0.1304437,0.008067794,0.1405379,0.02159817,0.009976438,0.6270679],"study_design_scores_gemma":[0.001133342,0.03659626,0.275662,0.001770802,0.0007430996,0.003292277,0.1599701,0.05163748,0.1936142,0.09059373,0.1841853,0.000801518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953752,0.00007451368,0.01999293,0.0004987947,0.00007665658,0.0001934947,0.00003254758,0.0003629659,0.02501603],"genre_scores_gemma":[0.9804884,0.00006731467,0.01445186,0.0001001353,0.00001553614,0.0001380287,0.00003604961,0.00003784758,0.004664867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00697176,"threshold_uncertainty_score":0.02332282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07573500318227241,"score_gpt":0.3432691426470285,"score_spread":0.2675341394647561,"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."}}