{"id":"W2518980915","doi":"10.7202/1037361ar","title":"“This course is like paying to volunteer” or is it? Effects of a Mandatory Service-Learning Course on Teacher Candidates","year":2016,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Course (navigation); Service-learning; Medical education; Psychology; Service (business); Perception; Qualitative analysis; Qualitative research; Pedagogy; Mathematics education; Sociology; Medicine; Business; Marketing; Engineering; Social 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004486813,0.0001984818,0.0002907104,0.0003829514,0.002453001,0.00009671807,0.0009380716,0.0001207105,0.001483017],"category_scores_gemma":[0.001744649,0.0001531045,0.0001176476,0.001123776,0.000320895,0.0005631923,0.00007327017,0.0003855692,0.0001207363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317019,"about_ca_system_score_gemma":0.001504705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002028947,"about_ca_topic_score_gemma":0.001531696,"domain_scores_codex":[0.9968419,0.001237675,0.0005504675,0.0002832312,0.0006035836,0.0004831411],"domain_scores_gemma":[0.9962991,0.001134035,0.0007944208,0.0003110505,0.001053927,0.0004074124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004760265,0.003960466,0.04207202,0.0008649493,0.0003359403,0.00001573814,0.5509093,0.0007329843,0.005440814,0.006471844,0.1945947,0.1941252],"study_design_scores_gemma":[0.0006517707,0.001208363,0.01152302,0.002904254,0.0002151839,0.00007087876,0.1175539,0.0002077781,0.004144474,0.0007904099,0.8602375,0.0004923648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421232,0.0002496475,0.0001126328,0.03595313,0.001843881,0.0003267917,0.00001455883,0.00004027682,0.01933593],"genre_scores_gemma":[0.9700387,0.0005436999,0.002580809,0.01136353,0.0002561607,0.0000302459,0.000001436789,0.00002352462,0.01516192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6656428,"threshold_uncertainty_score":0.9994298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2167594269009747,"score_gpt":0.433503543117809,"score_spread":0.2167441162168344,"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."}}