{"id":"W2468209326","doi":"10.29173/css151","title":"Global Awareness and Perspectives in Global Education","year":2004,"lang":"en","type":"article","venue":"Canadian Social Studies","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social studies; Global education; Mathematics education; Sociology; Teaching method; Citizenship education; Pedagogy; Social science; Psychology; Political science; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001020286,0.00007585163,0.0001121621,0.0000253573,0.0009342878,0.00005756401,0.00007782682,0.00006623808,0.00001158583],"category_scores_gemma":[0.0004003822,0.00007824762,0.0000241946,0.0004239641,0.0004307893,0.0001168343,0.00001306286,0.00003314945,0.000008725523],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004371137,"about_ca_system_score_gemma":0.002440456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.817098,"about_ca_topic_score_gemma":0.9853613,"domain_scores_codex":[0.9993206,0.00005133905,0.00008320643,0.0001601468,0.0001119846,0.0002727488],"domain_scores_gemma":[0.9994543,0.000007801576,0.00002564091,0.00003140814,0.0002773917,0.0002034559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000200141,0.00003903353,0.05699178,0.000005898756,0.00002292374,0.000002639621,0.3834052,0.00000184811,2.358798e-7,0.5459471,0.006308777,0.007272599],"study_design_scores_gemma":[0.000138462,0.000003045959,0.324995,0.000011112,0.000006083813,6.292525e-7,0.6033175,3.211808e-8,1.208907e-7,0.008942019,0.06249828,0.00008767413],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8927184,0.005648952,3.761734e-7,0.04067119,0.000896319,0.0001802522,0.00003223945,0.00002488279,0.0598274],"genre_scores_gemma":[0.9982159,0.0004554606,0.00004947067,0.0007614156,0.0002865221,0.00002037283,0.00000275271,0.000001712285,0.0002063754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5370051,"threshold_uncertainty_score":0.9994509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0668324128662462,"score_gpt":0.4059375139782457,"score_spread":0.3391051011119995,"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."}}