{"id":"W3027691368","doi":"10.1007/s10671-020-09266-6","title":"Higher education uses community engagement-partnership as a research space to build knowledge","year":2020,"lang":"en","type":"article","venue":"Educational Research for Policy and Practice","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Research Foundation","keywords":"Flourishing; General partnership; Ignorance; Public relations; Qualitative research; Psychological intervention; Sociology; Community engagement; Pedagogy; Political science; Medical education; Psychology; Social science; Medicine; Nursing; Social psychology","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02735191,0.0001107685,0.000118007,0.0004099276,0.006957895,0.000560703,0.0008102104,0.00009584734,0.0006654734],"category_scores_gemma":[0.116451,0.0001215467,0.00003854043,0.001982331,0.0004303024,0.0005527723,0.0004678782,0.002092893,0.0007486309],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004682774,"about_ca_system_score_gemma":0.007343471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06842178,"about_ca_topic_score_gemma":0.002082731,"domain_scores_codex":[0.9764662,0.02138559,0.0001766222,0.0002654469,0.001017165,0.0006889541],"domain_scores_gemma":[0.9340211,0.06245433,0.0000625535,0.0004086567,0.002246619,0.0008066937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002104774,0.0005508506,0.0001000392,0.00007026979,0.00002461628,8.876281e-8,0.1245984,0.000002863387,0.00007739474,0.6543234,0.2165408,0.003500838],"study_design_scores_gemma":[0.0001395149,0.0003000928,0.001312268,0.00004012416,0.000008392908,7.582864e-7,0.1449569,0.000002538249,0.00003565261,0.01922087,0.8338802,0.000102691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0252304,0.0003911422,0.000005282611,0.5523114,0.0001143493,0.0006567893,0.000004665037,0.00002392184,0.421262],"genre_scores_gemma":[0.9058123,0.000305885,0.001534402,0.008954146,0.003292104,0.000622019,0.0000363509,0.00002428177,0.07941857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8805819,"threshold_uncertainty_score":0.998284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7337556031890471,"score_gpt":0.6404404051425426,"score_spread":0.09331519804650446,"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."}}