{"id":"W3036672386","doi":"10.5206/cie-eci.v48i2.10791","title":"In the Pursuit of Justice: A Case Study on the Role of Service-Learning in Developing Civic Engagement among College Students in Egypt","year":2020,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Service-learning; Civic engagement; Experiential learning; Population; Pedagogy; Community engagement; Psychology; Civics; Student engagement; Public relations; Politics; Sociology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001807848,0.00006211486,0.0001079945,0.0001118063,0.0001802097,0.00004535845,0.0004742937,0.00001795114,0.00003669916],"category_scores_gemma":[0.000184704,0.00004783502,0.00001160758,0.000500664,0.0000390268,0.0001178959,0.0001062682,0.0003127767,0.000002188141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008777734,"about_ca_system_score_gemma":0.0001452718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00758536,"about_ca_topic_score_gemma":0.01768995,"domain_scores_codex":[0.9977933,0.00143273,0.0002324747,0.000104551,0.0003607009,0.00007630268],"domain_scores_gemma":[0.9990765,0.0005689409,0.0001291417,0.00006903848,0.0001394045,0.00001692917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002442484,0.0006010699,0.2739068,0.00001215459,0.00001898352,0.000003290761,0.709428,0.0005255042,0.00001979424,0.01498587,0.0001018096,0.0003722261],"study_design_scores_gemma":[0.0002069694,0.00006238696,0.3005575,0.00006024168,0.00000615256,3.741668e-7,0.6962243,0.0006605313,0.00001837868,0.0001869006,0.001981292,0.00003493191],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855748,0.00006331394,0.00000448378,0.009105387,0.00008950226,0.0004728139,8.559317e-7,0.00000322979,0.004685574],"genre_scores_gemma":[0.9987042,0.00001915509,0.0000175287,0.001078116,0.00003395898,0.00008442473,0.000003092222,0.000002322947,0.00005721013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02665068,"threshold_uncertainty_score":0.9990232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1803678969130856,"score_gpt":0.446323186825323,"score_spread":0.2659552899122374,"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."}}