{"id":"W4406170682","doi":"10.55016/ojs/ajer.v56i2.55395","title":"Problems with Global Education: Conceptual Contradictions","year":2010,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Douglas College","funders":"","keywords":"Educational research; Epistemology; Concept learning; Mathematics education; Sociology; Psychology; Pedagogy; Philosophy","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":[0.03862394,0.00105888,0.00148598,0.005797665,0.009928021,0.02236696,0.004716408,0.01015998,0.005344767],"category_scores_gemma":[0.0358911,0.0007614398,0.001001305,0.007860718,0.1155023,0.03231014,0.02026155,0.02181059,0.0007491119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01224059,"about_ca_system_score_gemma":0.01019148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005826844,"about_ca_topic_score_gemma":0.005500735,"domain_scores_codex":[0.9667683,0.02388446,0.001293709,0.002256494,0.004031056,0.001766042],"domain_scores_gemma":[0.9674199,0.02420267,0.001923251,0.002245226,0.002740178,0.001468815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005342961,0.00001297533,0.0001480773,0.00007557801,0.000004193314,0.00005877165,0.02035437,0.00007954329,0.00001458615,0.9714838,0.003289698,0.004473056],"study_design_scores_gemma":[0.00001717252,0.000008576224,0.0002412642,0.0006015202,0.000007019805,0.0002116324,0.0405049,0.0002209209,0.0000427302,0.9050542,0.05307034,0.00001973434],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02803523,0.02719495,0.01925162,0.7520311,0.002704563,0.00009135225,0.00008947912,0.00009949424,0.1705022],"genre_scores_gemma":[0.883009,0.02166693,0.01350651,0.07211622,0.002548202,0.0003879382,0.0001194962,0.0001974592,0.006448216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03862394,"threshold_uncertainty_score":0.2042654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07238166357001291,"score_gpt":0.4453846634925501,"score_spread":0.3730029999225372,"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."}}