{"id":"W3094888500","doi":"10.4018/978-1-7998-4402-0.ch001","title":"Global Citizenship Education and Sustainability Otherwise","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in educational technologies and instructional design book series","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Citizenship; Sustainability; Global citizenship; Futures contract; Modernity; Sociology; Global citizenship education; Engineering ethics; Epistemology; Political science; Pedagogy; Environmental ethics; Citizenship education; Engineering; Politics; Business; Law; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001529967,0.0002887057,0.0002739048,0.0001275569,0.0004345858,0.000111147,0.000223494,0.0003816274,0.000161298],"category_scores_gemma":[0.001097457,0.0002913889,0.00004708697,0.0001453257,0.002012396,0.0009652415,0.0000865867,0.0002561716,0.000006234905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007410121,"about_ca_system_score_gemma":0.001827896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001329049,"about_ca_topic_score_gemma":0.0003557498,"domain_scores_codex":[0.9985368,0.00005128701,0.0003359942,0.0005384555,0.000303919,0.0002335125],"domain_scores_gemma":[0.9988844,0.0001517812,0.0002101127,0.0001591204,0.0004879706,0.0001065472],"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":[0.00003141673,0.00002151529,0.0003705423,0.00006361325,0.00001285356,5.493712e-7,0.0006982487,0.00000779151,4.474088e-7,0.9333051,0.003003833,0.06248405],"study_design_scores_gemma":[0.00005885158,0.0000240392,0.0007303701,0.0000504054,0.000009558637,0.00002019056,0.008012679,8.246922e-7,0.000001335236,0.4993811,0.4915337,0.0001769589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00129916,0.1306264,0.00009194568,0.1327415,0.003378963,0.002076266,0.0001628826,0.0006337601,0.7289892],"genre_scores_gemma":[0.1152546,0.4190188,0.05128177,0.002946001,0.001719103,0.0008568977,0.0002950605,0.0000954225,0.4085324],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4885299,"threshold_uncertainty_score":0.9999538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707845045932547,"score_gpt":0.3078749525793922,"score_spread":0.2907965021200667,"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."}}