{"id":"W1528250373","doi":"","title":"Preparing Teachers to Educate for 21st Century Global Citizenship: Envisioning and Enacting","year":2014,"lang":"en","type":"article","venue":"","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Global citizenship; Citizenship; Global citizenship education; Context (archaeology); Pedagogy; Global education; Political science; Teacher education; Style (visual arts); Sociology; Citizenship education; Politics; Law; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004828859,0.00007364711,0.00008409337,0.00001643422,0.0005298848,0.0001733708,0.0001035754,0.00005010913,0.00003826744],"category_scores_gemma":[0.001819271,0.00006332916,0.00003276043,0.0001055144,0.00004700133,0.00008747805,0.00003585745,0.00003954897,0.00001863529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333174,"about_ca_system_score_gemma":0.00004955148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003206587,"about_ca_topic_score_gemma":0.00154792,"domain_scores_codex":[0.9992086,0.00006465524,0.0001117263,0.0002059111,0.0001257164,0.0002833366],"domain_scores_gemma":[0.9994249,0.000121418,0.00003922008,0.00007401696,0.00007963269,0.0002608383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001811811,0.00005793698,0.007136935,0.00002257717,0.00003474097,9.502246e-8,0.2917755,0.00003813334,0.0006886174,0.2859783,0.03666985,0.3775793],"study_design_scores_gemma":[0.000211228,0.00001849871,0.006212757,0.00002387339,0.00001219728,0.000001078179,0.1488824,0.00005642955,0.00007307815,0.0007631278,0.8435735,0.0001718338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.713742,0.00004652345,0.0001513645,0.005421666,0.000935806,0.0003433415,0.000002236339,0.00009983859,0.2792572],"genre_scores_gemma":[0.9894123,0.00001842845,0.007293663,0.001207441,0.0002787234,0.0000184173,0.000002711509,0.000003846971,0.001764462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8069037,"threshold_uncertainty_score":0.4847421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388439752303556,"score_gpt":0.3526213567845022,"score_spread":0.3287369592614666,"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."}}