{"id":"W2945961001","doi":"10.1386/ctl.14.1.7_1","title":"The cultivation and emergence of global citizenship identity","year":2019,"lang":"en","type":"article","venue":"Citizenship Teaching and Learning","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph-Humber","funders":"","keywords":"Global citizenship; Citizenship; Global citizenship education; Identity (music); Sustainability; Sociology; Humanism; Public relations; Political science; Citizenship education; Law; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002050247,0.00007187948,0.00009625943,0.00001219639,0.001548204,0.0001524472,0.0001082305,0.00005873151,0.00003281498],"category_scores_gemma":[0.003658736,0.00005469537,0.00002892082,0.0001129488,0.0001958841,0.0001117052,0.0000375509,0.0003500722,0.000009825983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002834463,"about_ca_system_score_gemma":0.00003232728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001807478,"about_ca_topic_score_gemma":0.0002371468,"domain_scores_codex":[0.9984837,0.000798299,0.0001484523,0.000155301,0.0002238621,0.0001903563],"domain_scores_gemma":[0.9992519,0.0003782493,0.0001135165,0.00007222034,0.0001000598,0.00008407797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001729044,0.000009623257,0.4074664,0.00003785036,0.00003373442,4.292188e-7,0.09071059,0.00002782327,0.0008126599,0.4775157,0.002079735,0.02128815],"study_design_scores_gemma":[0.0004791816,0.00004871939,0.7010669,0.0001210701,0.00003071523,0.00000592767,0.2639911,0.0002412023,0.00001883049,0.01137726,0.02234959,0.0002695119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964599,0.0004121411,0.00003330989,0.00171993,0.0003528938,0.0001170448,0.000001085913,0.00004542838,0.03271922],"genre_scores_gemma":[0.9974918,0.0001219991,0.000196875,0.00009689661,0.00007448327,0.000002355258,0.000002278514,0.000003278465,0.002010086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4661385,"threshold_uncertainty_score":0.9997516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339406235300637,"score_gpt":0.3396316027621663,"score_spread":0.3162375404091599,"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."}}