{"id":"W4311012291","doi":"10.1177/17470161221141275","title":"Promising practices and constraining factors in mobilizing community-engaged research","year":2022,"lang":"en","type":"article","venue":"Research Ethics","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Public relations; Sociology; Community engagement; Focus group; Knowledge management; Psychology; Engineering ethics; Computer science; Political science; Engineering","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":["metaresearch"],"category_scores_codex":[0.4555415,0.00009843926,0.0001707599,0.0006993431,0.05977762,0.0005285122,0.001110758,0.0001763967,0.0002228599],"category_scores_gemma":[0.1292164,0.0001104314,0.00002745084,0.002066754,0.001631191,0.0003202182,0.00189821,0.08993194,0.000006554751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006470844,"about_ca_system_score_gemma":0.001772181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1007918,"about_ca_topic_score_gemma":0.0304986,"domain_scores_codex":[0.6323241,0.3630649,0.0002499768,0.0002624552,0.003099786,0.0009987924],"domain_scores_gemma":[0.8477961,0.1508307,0.000117135,0.0004890804,0.0005676361,0.0001993378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003093966,0.0001849736,0.01369744,0.00008596754,0.00001275204,0.00001403051,0.9742023,0.00007713697,0.0006676668,0.008587951,0.00007681635,0.002361959],"study_design_scores_gemma":[0.0002364174,0.0001831216,0.00249464,0.00009218017,0.000001947598,0.000001318164,0.9491935,0.0001359995,0.000071279,0.002826454,0.04465562,0.0001075328],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446953,0.0003162486,0.00000292037,0.01282172,0.00006978241,0.0005234875,0.000002977844,0.00007460488,0.04149299],"genre_scores_gemma":[0.9986067,0.0004770766,0.000203043,0.0001107834,0.00004616439,0.0001029324,0.00000887017,0.0000204843,0.0004239438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3263251,"threshold_uncertainty_score":0.9871923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8689081218063074,"score_gpt":0.6349223159119336,"score_spread":0.2339858058943738,"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."}}