{"id":"W2905840228","doi":"10.5465/amle.2016.0278","title":"Learning to Serve: Delivering Partner Value Through Service-Learning Projects","year":2018,"lang":"en","type":"article","venue":"Academy of Management Learning and Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Service-learning; Value (mathematics); Service (business); Business; Knowledge management; Sample (material); Business value; Marketing; Value creation; Computer science; Psychology; Economics; Pedagogy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002329752,0.0002061041,0.000221618,0.0002303898,0.002300905,0.0001467946,0.0003912721,0.0001480464,0.0001653341],"category_scores_gemma":[0.0002472292,0.000233123,0.00004892871,0.0009094846,0.0001178592,0.0003771059,0.0003578671,0.0009548687,0.0001543574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107095,"about_ca_system_score_gemma":0.00007335746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003492711,"about_ca_topic_score_gemma":0.00009788506,"domain_scores_codex":[0.9970347,0.001214619,0.0003237426,0.0004155719,0.0005031442,0.0005082599],"domain_scores_gemma":[0.9991174,0.0001877595,0.0002517144,0.0001234971,0.0001632533,0.0001563471],"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":[0.0001185561,0.0003085312,0.0532839,0.0007562377,0.0002767665,0.000001043696,0.4459372,0.01223983,0.0003274638,0.03895014,0.00336914,0.4444312],"study_design_scores_gemma":[0.0002263137,0.0002104867,0.01656914,0.0003689106,0.00007704407,7.585636e-7,0.1821902,0.0006158766,0.000160107,0.0003838947,0.7989087,0.0002885171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688309,0.000213159,0.0003064699,0.01175574,0.0002527539,0.000514621,1.429336e-7,0.0003249237,0.1178012],"genre_scores_gemma":[0.9787425,0.0008640777,0.003213938,0.001659889,0.0004421804,0.00007014605,0.00001107271,0.00003440816,0.01496181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7955396,"threshold_uncertainty_score":0.998998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04741776625160352,"score_gpt":0.3629890958649563,"score_spread":0.3155713296133528,"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."}}