{"id":"W2277253963","doi":"10.15402/esj.v1i1.20","title":"Community Engagement in the Humanities, Arts, and Social Sciences: Academic Dispositions, Institutional Dilemmas","year":2015,"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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"The arts; Scholarship; Institutionalisation; Sociology; Community engagement; Pedagogy; Social science; Psychology; Public relations; Political science; Visual arts; Art","routes":{"ca_aff":false,"ca_fund":true,"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","sts"],"category_scores_codex":[0.9104176,0.0002994707,0.0003533216,0.0008720503,0.7735434,0.003406616,0.002158492,0.0002643662,0.00003387936],"category_scores_gemma":[0.304391,0.0002571002,0.0000889771,0.0008158237,0.002714156,0.00153189,0.00111099,0.7052253,0.00001396238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789405,"about_ca_system_score_gemma":0.0007645143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488713,"about_ca_topic_score_gemma":0.002756122,"domain_scores_codex":[0.2777472,0.7192332,0.0004396616,0.0001799457,0.001604845,0.0007951802],"domain_scores_gemma":[0.8397614,0.159086,0.0002067236,0.0003924277,0.0003212777,0.0002321083],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004256608,0.0002695527,0.002983772,0.00003993761,0.00003737499,0.00001945254,0.9794717,0.0003039864,0.0001114984,0.00698065,0.0009164258,0.008823019],"study_design_scores_gemma":[0.000740577,0.0002823671,0.009210724,0.0002187772,0.00001754005,0.00005362071,0.7354496,0.00008348727,0.000001886102,0.001219554,0.2525094,0.0002124165],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668995,0.001372367,0.0001644825,0.005175501,0.000162114,0.0003680151,0.00000325412,0.0001299527,0.02572483],"genre_scores_gemma":[0.9965507,0.000554501,0.0008425825,0.001003939,0.0004154037,0.00004080183,0.00003246664,0.00002990432,0.0005296706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7708292,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5274998166219926,"score_gpt":0.4632268200954412,"score_spread":0.06427299652655144,"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."}}