{"id":"W3153966546","doi":"10.15402/esj.v6i2.70165","title":"Community engagement in Canadian health and social science research: Field reports on four studies","year":2021,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto; Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Participatory action research; Community-based participatory research; Community engagement; Scope (computer science); Public relations; Context (archaeology); Citizen journalism; Sociology; Public engagement; Health equity; Psychology; Political science; Public health; Medicine; Nursing; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1227181,0.001201336,0.001966383,0.01065053,0.04089015,0.009873248,0.00466613,0.002752795,0.002839395],"category_scores_gemma":[0.1874206,0.001296511,0.0008899579,0.0232179,0.0178445,0.003548862,0.02344573,0.003630108,0.0002475619],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0826943,"about_ca_system_score_gemma":0.2313024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8690059,"about_ca_topic_score_gemma":0.933908,"domain_scores_codex":[0.9000601,0.05101772,0.007240419,0.005218531,0.02348969,0.01297351],"domain_scores_gemma":[0.6986451,0.160263,0.01384112,0.01790624,0.09414163,0.01520291],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002307142,0.0002758858,0.02212406,0.002164151,0.00006490648,0.0007371338,0.9187478,0.00006700989,0.0007634204,0.002692081,0.002969885,0.04916296],"study_design_scores_gemma":[0.00006302157,0.0003570729,0.0881014,0.00267593,0.0001208796,0.0003134259,0.8490742,0.00009718708,0.0009901414,0.0008270543,0.05724119,0.0001384311],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9064241,0.01744072,0.003867245,0.01110221,0.0003359879,0.007567175,0.001406868,0.00009309231,0.05176264],"genre_scores_gemma":[0.9791974,0.006511068,0.003889465,0.001669132,0.00006136484,0.002871152,0.0005060474,0.00006492462,0.005229413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9173057,"threshold_uncertainty_score":0.649003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8922623287255171,"score_gpt":0.711796411807926,"score_spread":0.1804659169175912,"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."}}