{"id":"W2727649405","doi":"10.1108/heswbl-08-2016-0060","title":"An alternative model of community service learning","year":2017,"lang":"en","type":"article","venue":"Higher Education Skills and Work-based Learning","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Service-learning; Originality; Experiential learning; Mentorship; Pedagogy; Psychology; Knowledge management; Medical education; Sociology; Computer science; Qualitative research; Social science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002374091,0.0005767731,0.000355673,0.001535891,0.00228402,0.004905967,0.002714714,0.002107311,0.01586774],"category_scores_gemma":[0.005213168,0.0002341468,0.0009031967,0.001821834,0.005856731,0.006030134,0.003644891,0.001642383,0.002823597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004850535,"about_ca_system_score_gemma":0.004455618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006345972,"about_ca_topic_score_gemma":0.005852077,"domain_scores_codex":[0.9967907,0.001748911,0.00008967159,0.0004480876,0.0006071367,0.0003154393],"domain_scores_gemma":[0.9974278,0.0009936224,0.0002035932,0.0004166403,0.0005514891,0.0004069238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002647668,0.0001134549,0.0008915982,0.0001177211,0.00001153565,0.0001781303,0.003004613,0.004486488,0.00020779,0.9631348,0.002264749,0.02556273],"study_design_scores_gemma":[0.00009967882,0.0002439663,0.0006656259,0.0001709073,0.00002081506,0.000641052,0.005478217,0.08303946,0.000281162,0.8017306,0.1075906,0.00003782937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05507862,0.0007133482,0.4588275,0.01529824,0.0004971,0.001009058,0.0002656946,0.0005059539,0.4678045],"genre_scores_gemma":[0.8573508,0.0004831791,0.09461028,0.001099409,0.0001587205,0.001051455,0.0001700127,0.00007162613,0.04500456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01586774,"threshold_uncertainty_score":0.05308288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05680590493384292,"score_gpt":0.3665297548635441,"score_spread":0.3097238499297012,"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."}}