{"id":"W2043797140","doi":"10.5539/ass.v10n16p50","title":"Understanding Meaning and Characteristics of Civic Development in Higher Education","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Civic engagement; Identity (music); Sociology; Qualitative research; Pedagogy; Civics; Civil society; Public relations; Psychology; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004022847,0.0001588192,0.0002771364,0.001589247,0.003096204,0.005088436,0.0005055373,0.0006988271,0.001193985],"category_scores_gemma":[0.006389356,0.0001678074,0.0002107432,0.001180572,0.007640699,0.003585892,0.004035662,0.00150502,0.00006720738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002483929,"about_ca_system_score_gemma":0.002150904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001728595,"about_ca_topic_score_gemma":0.003233674,"domain_scores_codex":[0.9975374,0.001643966,0.0001027525,0.0001229238,0.000268469,0.0003244899],"domain_scores_gemma":[0.9956824,0.002187127,0.0006947287,0.0002051238,0.0003153267,0.0009152858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005311681,0.0001689643,0.1598257,0.0001843532,0.00002498988,0.0005273173,0.7683388,0.0002098716,0.001272458,0.03716024,0.0005932936,0.03164081],"study_design_scores_gemma":[0.000005289748,0.00005615819,0.1026965,0.0001335196,0.000007474025,0.000303425,0.875957,0.0003322828,0.0002250953,0.01223387,0.00802787,0.00002163712],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863955,0.000265785,0.0006113454,0.001236806,0.00001356404,0.00001683063,0.00001279466,0.000003558265,0.01144383],"genre_scores_gemma":[0.9996237,0.00006468529,0.0001176688,0.00002858757,0.000002185876,0.000003610481,0.000004759871,7.885193e-7,0.0001541307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005088436,"threshold_uncertainty_score":0.0212751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09171246979566505,"score_gpt":0.3157913233973511,"score_spread":0.224078853601686,"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."}}