{"id":"W2917138573","doi":"10.3390/socsci8020071","title":"Graduate Students, Community Partner, and Faculty Reflect on Critical Community Engaged Scholarship and Gender Based Violence","year":2019,"lang":"en","type":"article","venue":"Social Sciences","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Scholarship; Public relations; Service-learning; Sociology; Engaged scholarship; Mainstream; Political science; Pedagogy","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02886867,0.0001765304,0.0002327544,0.00008643054,0.02693475,0.0006458092,0.001195023,0.0001319524,0.00006919098],"category_scores_gemma":[0.002451136,0.0001630035,0.00005296062,0.0005266515,0.002015613,0.0003651164,0.0004157273,0.004204035,0.00003110854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009221383,"about_ca_system_score_gemma":0.0001517777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153857,"about_ca_topic_score_gemma":0.003926251,"domain_scores_codex":[0.9704552,0.02752329,0.0001850833,0.0002285328,0.001101375,0.0005065004],"domain_scores_gemma":[0.9945117,0.004818119,0.00008260877,0.0002844541,0.0001339516,0.0001691974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001000326,0.001178917,0.4341348,0.0001754383,0.00005563567,0.000003145128,0.4684896,0.0000250463,0.0003384988,0.07355575,0.0003139768,0.02162919],"study_design_scores_gemma":[0.0007045001,0.0005100895,0.5564783,0.0001446985,0.00003550074,5.31801e-7,0.4086554,0.00005215016,0.00009023572,0.03108749,0.001811656,0.0004294156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809004,0.00008068943,0.000009352424,0.002012353,0.0001681225,0.0002402247,0.000008187201,0.0001204954,0.01646018],"genre_scores_gemma":[0.9977555,0.00007634703,0.0002408802,0.001757578,0.00005694718,0.00001418487,0.000006660225,0.000008420157,0.00008350986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223435,"threshold_uncertainty_score":0.9999841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4696198226716877,"score_gpt":0.5055461894957896,"score_spread":0.03592636682410183,"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."}}