{"id":"W2072950221","doi":"10.1007/s10755-009-9110-7","title":"Service Learning Experiences in University Science Degree Courses","year":2009,"lang":"en","type":"article","venue":"Innovative Higher Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University; University of Calgary","funders":"","keywords":"Higher education; Service-learning; Service (business); Work (physics); Degree (music); Degree program; Mathematics education; Science education; Medical education; Psychology; Pedagogy; Political science; Medicine; Engineering; Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001055852,0.00007449792,0.00007664079,0.0003037945,0.001148336,0.00008908906,0.0004885148,0.0000427536,0.0002502419],"category_scores_gemma":[0.00009069519,0.0000841096,0.000009133031,0.00524956,0.0002413036,0.0005813955,0.00004120083,0.0003036284,0.0000291349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613085,"about_ca_system_score_gemma":0.001080999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006302013,"about_ca_topic_score_gemma":0.000923187,"domain_scores_codex":[0.9987799,0.0003606868,0.000105374,0.0001850636,0.0003304059,0.000238574],"domain_scores_gemma":[0.9989358,0.00008123989,0.00009539272,0.0001364087,0.0006994053,0.00005173686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002605171,0.0005063622,0.04888868,0.000006978955,0.000005140146,0.000001704019,0.5775282,0.00009394609,0.0009596933,0.2913531,0.000722191,0.07990796],"study_design_scores_gemma":[0.00009750329,0.00003940203,0.3306077,0.00003684069,0.000001714339,1.181526e-7,0.5079136,0.000006891889,0.0001352295,0.0004953416,0.1605522,0.000113387],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8562235,0.00004172336,0.00001276881,0.008919461,0.000391522,0.0000933108,1.124639e-7,0.00006786066,0.1342498],"genre_scores_gemma":[0.9947569,0.00001287578,0.0003254552,0.001119893,0.00009316427,0.00000448534,0.000003723322,0.00000280843,0.003680727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2908577,"threshold_uncertainty_score":0.9526801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07484522610914861,"score_gpt":0.3607587723579261,"score_spread":0.2859135462487775,"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."}}