{"id":"W4229982062","doi":"10.7202/1071290ar","title":"A Review of the Literature on the Benefits and Drawbacks of Participatory Action Research1","year":2020,"lang":"en","type":"review","venue":"First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples","topic":"Community Health and Development","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Participatory action research; Citizen journalism; Action (physics); Action research; Sociology; Engineering ethics; Participatory evaluation; Management science; Political science; Social science; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004070593,0.0007717995,0.00306959,0.0002756002,0.004733473,0.00006272818,0.00181556,0.0002813775,0.0000943602],"category_scores_gemma":[0.001937209,0.0003597944,0.0009879464,0.001057342,0.0006977523,0.0002591924,0.002790225,0.003816344,0.000009927962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002551569,"about_ca_system_score_gemma":0.001176077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005737661,"about_ca_topic_score_gemma":0.002921571,"domain_scores_codex":[0.9918767,0.003745482,0.002548013,0.0005954777,0.0005969529,0.0006373565],"domain_scores_gemma":[0.9876562,0.00652119,0.003277257,0.001364046,0.0008123185,0.0003690345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001459544,0.0003494418,0.0005048894,0.7827505,0.0004878615,0.00000330144,0.1183089,8.302558e-7,2.022636e-7,0.0008389194,0.008706016,0.08790322],"study_design_scores_gemma":[0.0001902041,0.0004150016,0.005167545,0.6609135,0.0006698794,0.00009435126,0.02842075,0.000002955263,3.456712e-7,0.00007566335,0.3037964,0.0002533841],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005017689,0.9708902,7.856036e-7,0.01951373,0.0004366958,0.003237314,0.0002273943,0.00002024166,0.0006558933],"genre_scores_gemma":[0.003771932,0.9946554,0.00002607455,0.0005057965,0.000602782,0.0002792951,0.00002018987,0.00007282673,0.0000657375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2950904,"threshold_uncertainty_score":0.9998854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104440306143407,"score_gpt":0.4559266520182824,"score_spread":0.3454826214039417,"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."}}