{"id":"W4214509584","doi":"10.26522/brocked.v27i2.575","title":"Global Citizen","year":2018,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Citizenship; Global citizenship; Global citizenship education; Sociology; Citizenship education; Political science; Epistemology; Philosophy; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001326454,0.0000583407,0.00005486023,0.00003303494,0.0009591749,0.0002426721,0.0002037085,0.00005166856,0.002696647],"category_scores_gemma":[0.0008321548,0.00005173372,0.00004657315,0.0002895309,0.0001360524,0.0002360168,0.0000109136,0.00006651689,0.0005550448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989881,"about_ca_system_score_gemma":0.001831428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005746292,"about_ca_topic_score_gemma":0.0006345266,"domain_scores_codex":[0.9991772,0.0001092433,0.0001503873,0.00009210686,0.0002583324,0.0002127134],"domain_scores_gemma":[0.9984015,0.0000120971,0.00009946722,0.00007374104,0.0009881489,0.0004250983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004421156,0.00009363364,0.00220827,9.052523e-7,0.000007177568,1.822003e-7,0.02081031,3.833086e-7,0.00003046465,0.01225073,0.945869,0.01872449],"study_design_scores_gemma":[0.00009263586,0.00001360105,0.02581478,0.00001139582,0.000006892513,0.00004910327,0.03583965,5.852329e-7,0.000009863539,0.002645953,0.9354427,0.00007285703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5131599,0.0002744822,0.00009463439,0.02090712,0.01560514,0.0001564049,0.000003235798,0.00007787804,0.4497212],"genre_scores_gemma":[0.9652829,0.00006669878,0.001403174,0.003324453,0.005097682,0.000004241188,0.000002625662,0.000003161658,0.02481503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.452123,"threshold_uncertainty_score":0.998215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229130104719387,"score_gpt":0.3771703594046987,"score_spread":0.35425734893276,"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."}}