{"id":"W2807907453","doi":"10.15402/esj.v4i1.303","title":"Community Service-Learning in Canada: Emerging Conversations","year":2018,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Publishing; Public relations; Context (archaeology); Political science; Work (physics); Service-learning; Media studies; Sociology; History; Engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8464623,0.0003892165,0.0005331105,0.001076705,0.7198087,0.001576484,0.002110383,0.0002556895,0.0003768429],"category_scores_gemma":[0.5300589,0.0004284068,0.0001025224,0.001678647,0.0005906416,0.001237981,0.001160157,0.7862519,0.00005478439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166951,"about_ca_system_score_gemma":0.002738055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.950437,"about_ca_topic_score_gemma":0.9414521,"domain_scores_codex":[0.2886157,0.7080069,0.0005745966,0.0002171954,0.001366229,0.00121941],"domain_scores_gemma":[0.7562937,0.240676,0.0003419339,0.0008004387,0.001127023,0.0007608887],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006062494,0.000168476,0.01940656,0.00005745838,0.00008474103,0.00002733595,0.9526204,0.001214783,0.0006784981,0.0001079698,0.0005034108,0.02506973],"study_design_scores_gemma":[0.0008871139,0.000268951,0.02296966,0.000437507,0.00001937398,0.00002746518,0.833757,0.00101799,0.00002362248,0.000154629,0.1400714,0.000365319],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668223,0.0003557033,0.0001575648,0.004469624,0.0003788715,0.0002946429,0.000001585614,0.000251052,0.0272686],"genre_scores_gemma":[0.9957691,0.0004225447,0.001061816,0.000637227,0.0004661489,0.00001957267,0.00002548425,0.0000814603,0.001516682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7859962,"threshold_uncertainty_score":0.9998168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1512480799715405,"score_gpt":0.3919908937684297,"score_spread":0.2407428137968892,"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."}}