{"id":"W6987336752","doi":"","title":"STEAM Education: Culturally Responsive Mathematics, Science, and Computing","year":2025,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Ethnomathematics; Cultural diversity; Qualitative research; Population; Cultural competence; Affect (linguistics); Teaching method","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002064085,0.0004381233,0.00023894,0.001211975,0.005336317,0.004507218,0.0009064923,0.0006658022,0.008429924],"category_scores_gemma":[0.002210453,0.0001859442,0.0003578316,0.001210688,0.007612156,0.001962487,0.008474635,0.002073722,0.000545703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01433495,"about_ca_system_score_gemma":0.04313122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2192542,"about_ca_topic_score_gemma":0.5398867,"domain_scores_codex":[0.9980062,0.0004918057,0.00004614511,0.0001290366,0.0007198551,0.0006069209],"domain_scores_gemma":[0.9983928,0.0002373278,0.00009510044,0.00006639441,0.0001892628,0.001019157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001507314,0.0008233732,0.02799521,0.001284391,0.00002902633,0.001122254,0.2356453,0.00100043,0.01037455,0.2011558,0.0555557,0.4648634],"study_design_scores_gemma":[0.00003599491,0.0002308663,0.04717016,0.0009901169,0.00003328172,0.0005014336,0.1747409,0.0007462534,0.003195583,0.03371219,0.7385783,0.0000649585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5405955,0.005231851,0.02236512,0.0326586,0.001186851,0.000621999,0.0003239884,0.0006086322,0.3964075],"genre_scores_gemma":[0.9498637,0.003313786,0.01118503,0.00246188,0.0001022989,0.0001655716,0.0001790661,0.00006462543,0.03266413],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2192542,"threshold_uncertainty_score":0.435956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08277275584846548,"score_gpt":0.401835795838171,"score_spread":0.3190630399897055,"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."}}