{"id":"W4392467244","doi":"10.5430/ijhe.v13n2p1","title":"Benefits of Exposing Third-year English Language Student Teachers to Service Learning in One Rural-based University","year":2024,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; English language; Service (business); Sociology; Psychology; Pedagogy; Medical education; Computer science; Business; Medicine; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001817984,0.0003016798,0.0003379896,0.0003567224,0.002724328,0.00210004,0.0007141035,0.001018214,0.003855063],"category_scores_gemma":[0.006802134,0.0002154059,0.0005627536,0.0003046662,0.001154716,0.0008512131,0.003813419,0.001245366,0.0005945001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205524,"about_ca_system_score_gemma":0.002938726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165262,"about_ca_topic_score_gemma":0.005887771,"domain_scores_codex":[0.9988323,0.0005528611,0.00004416257,0.00006453497,0.0001046567,0.0004014901],"domain_scores_gemma":[0.9943089,0.00100095,0.0005260244,0.0002411011,0.0004420079,0.003480941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002693031,0.01376693,0.115716,0.001899209,0.0001164127,0.01549334,0.3502122,0.0009131975,0.04213815,0.001543534,0.004523047,0.450985],"study_design_scores_gemma":[0.0002263663,0.02501388,0.1941009,0.0008083773,0.0001833565,0.004689916,0.7274984,0.0004991187,0.01277191,0.001066361,0.03299462,0.0001468777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980863,0.00007121798,0.0001587268,0.0005561549,0.00002217325,0.00003947389,0.00001116776,0.00002084606,0.001033896],"genre_scores_gemma":[0.9977347,0.0001568723,0.0005681437,0.0001956025,0.00001057286,0.00003865946,0.0000113063,0.000004522049,0.001279522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003855063,"threshold_uncertainty_score":0.01289642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279700353964109,"score_gpt":0.3351144278444462,"score_spread":0.3123174243048051,"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."}}