{"id":"W4415668357","doi":"10.31920/2633-2930/2025/v6n1a9","title":"Two Nations, One Learning Space: Lessons from the Design, Implementation, and Evaluation of a Nigeria-Canada Global Classroom Case Study","year":2025,"lang":"","type":"article","venue":"Journal of African Education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Experiential learning; Process (computing); Set (abstract data type); Class (philosophy); Qualitative research","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":[0.02125651,0.0008971397,0.0006664079,0.001198685,0.01793709,0.008469223,0.004180828,0.002447771,0.003649283],"category_scores_gemma":[0.025403,0.0006738452,0.0004064379,0.001791059,0.008060341,0.00490568,0.007779826,0.003717344,0.0005496007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03539621,"about_ca_system_score_gemma":0.0528691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3392418,"about_ca_topic_score_gemma":0.7605439,"domain_scores_codex":[0.980033,0.0131957,0.0004451174,0.0009454226,0.002410241,0.002970596],"domain_scores_gemma":[0.9768413,0.01040279,0.0006596954,0.001385825,0.005141022,0.005569407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007574668,0.01333589,0.03420834,0.001198788,0.00007013261,0.004722881,0.7324198,0.0031107,0.003062394,0.02495221,0.01092717,0.1712343],"study_design_scores_gemma":[0.0001746267,0.001318221,0.01031056,0.0007178006,0.00007115702,0.0002933547,0.9375789,0.0008080094,0.002724001,0.002170807,0.04375501,0.00007756938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498956,0.0005167658,0.006428556,0.003942683,0.0001513355,0.00312435,0.0001459544,0.00008001607,0.03571479],"genre_scores_gemma":[0.9665142,0.0005909323,0.01818491,0.0007240523,0.00001396563,0.001409665,0.00009919814,0.00008077869,0.0123823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6607582,"threshold_uncertainty_score":0.6745344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.058841279221538,"score_gpt":0.4428714438980995,"score_spread":0.3840301646765615,"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."}}