{"id":"W1944419894","doi":"","title":"Practicing Principles of Community Engaged Scholarship in a fourth-year seminar","year":2013,"lang":"en","type":"article","venue":"","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Scholarship; Constructive; Sociology; Engaged scholarship; Community engagement; Community of practice; Best practice; Pedagogy; Engineering ethics; Public relations; Political science; Engineering; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01359238,0.00007821801,0.000145899,0.0001036932,0.001798743,0.00008498653,0.0005390029,0.0000813316,0.000772015],"category_scores_gemma":[0.004656833,0.00007687367,0.00003751367,0.0003475748,0.0001045612,0.0004243369,0.0002008769,0.00290225,0.0001096254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008322031,"about_ca_system_score_gemma":0.00008743309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07953274,"about_ca_topic_score_gemma":0.02334926,"domain_scores_codex":[0.9850782,0.0140969,0.0002213311,0.00006550581,0.0002899126,0.0002481438],"domain_scores_gemma":[0.9957116,0.003562983,0.0001192738,0.0003925364,0.0001369,0.00007667285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002930536,0.000879192,0.2528283,0.0001198811,0.0000502934,0.000002544489,0.6882673,0.0002916509,0.002708784,0.03675896,0.0004063103,0.01765747],"study_design_scores_gemma":[0.0003630234,0.00007539266,0.1841864,0.0001141756,0.000008976985,3.966275e-7,0.7993109,0.0000695649,0.0008891806,0.0008765017,0.01396152,0.0001438868],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8197013,0.00001924905,0.00002744565,0.001307575,0.00003456182,0.0002010072,2.337845e-7,0.00006171483,0.1786469],"genre_scores_gemma":[0.9953364,0.00004198257,0.002490834,0.0002177637,0.00002134553,0.00002007089,0.000001975493,0.000008361273,0.001861279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1767856,"threshold_uncertainty_score":0.9995008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496646207449817,"score_gpt":0.3531659504535032,"score_spread":0.2035013297085215,"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."}}