{"id":"W4206967963","doi":"10.18060/25259","title":"University-Community Engagement from the Perspective of the University Populace","year":2022,"lang":"en","type":"article","venue":"Metropolitan Universities","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Community engagement; Metropolitan area; Perspective (graphical); Public relations; Student engagement; Exploratory research; Medical education; Sociology; Sample (material); Political science; Pedagogy; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003671919,0.0003404116,0.0003346121,0.002263387,0.0159148,0.007457593,0.0007745344,0.001101517,0.00293538],"category_scores_gemma":[0.004701401,0.0001978351,0.0002532949,0.002041965,0.008432153,0.004372936,0.00827778,0.001695214,0.0001973891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005756995,"about_ca_system_score_gemma":0.008470978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04818601,"about_ca_topic_score_gemma":0.1097281,"domain_scores_codex":[0.9965279,0.002119659,0.00005706283,0.0001603281,0.0002919331,0.0008432136],"domain_scores_gemma":[0.997641,0.0008354203,0.0003508589,0.0001072748,0.0002584115,0.0008070497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003607589,0.0001933732,0.1087219,0.0001274589,0.00003435813,0.0009894378,0.8099108,0.0003342332,0.001084592,0.03682644,0.001846175,0.03989512],"study_design_scores_gemma":[0.000001788203,0.00005257397,0.02613544,0.0001014525,0.000009783384,0.0001425954,0.9551237,0.0001973747,0.0002340112,0.003338484,0.01464621,0.00001656069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656069,0.0005969122,0.001005224,0.005225071,0.00002487387,0.00004352613,0.00003999328,0.00001079587,0.02744671],"genre_scores_gemma":[0.998666,0.0003085647,0.0001831655,0.000192501,0.000006449368,0.00001233472,0.000005898,0.000002345957,0.0006227354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04818601,"threshold_uncertainty_score":0.09581107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04512794458026714,"score_gpt":0.2665319024188346,"score_spread":0.2214039578385675,"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."}}