{"id":"W2598031078","doi":"10.60770/41c7-rq58","title":"Global citizenship in a Canadian context","year":2025,"lang":"en","type":"report","venue":"Mount Royal University Institutional Repository (Mount Royal University)","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Context (archaeology); Political science; Sociology; Geography; Politics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005943587,0.0005520367,0.0006385961,0.001083881,0.003296043,0.0002280941,0.001314349,0.001186074,0.0003868854],"category_scores_gemma":[0.0006439632,0.0007138379,0.0004399156,0.001526725,0.001251315,0.0002654872,0.0002624769,0.0007767804,0.00009642854],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.08558221,"about_ca_system_score_gemma":0.04505812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801311,"about_ca_topic_score_gemma":0.9495928,"domain_scores_codex":[0.9954781,0.0005341985,0.0004052327,0.001011256,0.001445138,0.001126091],"domain_scores_gemma":[0.9958683,0.0001188291,0.0003227809,0.0004272863,0.002087844,0.001174941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003412683,0.0003498079,0.022053,0.0001966512,0.0005564285,0.01118269,0.004370251,0.004021163,0.000003037237,0.7914903,0.1646712,0.0007642501],"study_design_scores_gemma":[0.0008424789,0.00002446258,0.01988968,0.0003380893,0.0002117809,0.00002289524,0.01137382,0.0000642575,0.000001101879,0.00004251069,0.9665093,0.0006796274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07548445,0.0002572169,0.00001077892,0.0009745725,0.005361835,0.0006541295,0.0007710876,0.0001645599,0.9163214],"genre_scores_gemma":[0.6546902,0.0001486184,0.00003688184,0.0001791399,0.0003353375,7.049312e-7,0.0003091689,0.000007740986,0.3442922],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8018381,"threshold_uncertainty_score":0.9995313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034711789881436,"score_gpt":0.2611142073420331,"score_spread":0.2407670894432188,"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."}}