{"id":"W4406001817","doi":"10.1177/10538259241309640","title":"Undergraduate Students’ Experiences of a Community-Engaged Learning Course: A Mixed-Methods Study","year":2025,"lang":"en","type":"article","venue":"Journal of Experiential Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Course (navigation); Experiential learning; Mathematics education; Psychology; Adventure education; Experiential education; Pedagogy; Multimethodology; Teaching method; Outdoor education; Qualitative research; Cooperative learning; Medical education; Sociology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01640886,0.0001219381,0.0003029669,0.0002894857,0.003598898,0.000180484,0.0009764052,0.00006754324,0.0001130104],"category_scores_gemma":[0.002662271,0.0001199918,0.0001260784,0.000728816,0.0002094208,0.0002967611,0.0001734609,0.002225954,0.000001776934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400308,"about_ca_system_score_gemma":0.000989778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849926,"about_ca_topic_score_gemma":0.0003236583,"domain_scores_codex":[0.9686146,0.02983778,0.0006114098,0.0000855551,0.0006572232,0.0001934857],"domain_scores_gemma":[0.996738,0.001529422,0.0006823365,0.0002857214,0.0006667686,0.00009779927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005423061,0.003327756,0.007261132,0.00001699742,0.0001306234,5.008435e-7,0.9470143,0.0000678831,0.0003064861,0.000589332,0.0009799977,0.04025078],"study_design_scores_gemma":[0.0004624946,0.0004083743,0.008396079,0.0001112864,0.00008714642,0.000001047132,0.9682595,0.000004686594,0.0005507026,0.0002582262,0.02137064,0.00008980376],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886953,0.0004294383,0.002529016,0.000744393,0.003500414,0.0002362027,1.021582e-7,0.00002331376,0.003841798],"genre_scores_gemma":[0.9963274,0.00007556927,0.001866436,0.0001020271,0.0001469551,0.00004451245,0.000001731492,0.000008735058,0.00142662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04016097,"threshold_uncertainty_score":0.9976983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03287803462742664,"score_gpt":0.4653949490700713,"score_spread":0.4325169144426446,"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."}}