{"id":"W4379058559","doi":"10.3390/educsci13060567","title":"Cross-Border Dialogues: A Collaborative Instructional Design Inquiry to Promote Equity and Diversity","year":2023,"lang":"en","type":"article","venue":"Education Sciences","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Schulich School of Medicine and Dentistry; Social Sciences and Humanities Research Council of Canada","keywords":"Teacher education; Literacy; Pedagogy; Equity (law); Sociology; Agency (philosophy); Mathematics education; Globe; Psychology; Political science; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0541592,0.0009524463,0.001034124,0.002453918,0.011854,0.01378654,0.003998958,0.002748375,0.003611631],"category_scores_gemma":[0.04737703,0.0007959006,0.001060169,0.001402535,0.01266767,0.009552972,0.01376677,0.003663698,0.0004099682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005930743,"about_ca_system_score_gemma":0.01034312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290414,"about_ca_topic_score_gemma":0.004142121,"domain_scores_codex":[0.9281864,0.06486078,0.001235642,0.002335157,0.00167028,0.001711846],"domain_scores_gemma":[0.9471853,0.04308356,0.001520855,0.003468817,0.002053797,0.002687717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001543638,0.0009666845,0.002947365,0.0008706174,0.00005785843,0.0004828712,0.8965992,0.0007035168,0.001937194,0.04090909,0.001587883,0.05278334],"study_design_scores_gemma":[0.0005245826,0.001428843,0.002481824,0.00145433,0.0001972169,0.0004914881,0.845889,0.004136847,0.004167963,0.03130995,0.1078397,0.00007825745],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7450056,0.001823779,0.1679262,0.01009027,0.0004031959,0.005001132,0.000138658,0.0004590727,0.06915208],"genre_scores_gemma":[0.8683658,0.0006774234,0.1221451,0.0008034302,0.00002908134,0.003367746,0.00006543057,0.00009926243,0.00444665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0541592,"threshold_uncertainty_score":0.2864246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1893922388135679,"score_gpt":0.4446775052364439,"score_spread":0.255285266422876,"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."}}