{"id":"W2953427779","doi":"10.1093/geront/gnz080","title":"Participatory Action Research With Older Adults: A Critical Interpretive Synthesis","year":2019,"lang":"en","type":"review","venue":"The Gerontologist","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Participatory action research; Action (physics); Citizen journalism; Action research; Sociology; Psychology; Political science; Anthropology; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02004988,0.0003810512,0.001389806,0.0002236341,0.001231559,0.0002694535,0.001599185,0.0005618799,0.0009759383],"category_scores_gemma":[0.06615461,0.0002164348,0.0003127221,0.0007945893,0.00736709,0.0002500761,0.0003221754,0.001906126,0.001179002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357318,"about_ca_system_score_gemma":0.002890212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003097729,"about_ca_topic_score_gemma":0.004032217,"domain_scores_codex":[0.9672061,0.02812079,0.0005236003,0.0007790283,0.001709212,0.001661303],"domain_scores_gemma":[0.9527681,0.04507142,0.0002033573,0.001050915,0.0005168295,0.0003893372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001958195,0.0001812963,0.00001733075,0.005015391,0.0001839098,0.00004241725,0.01301552,1.189395e-7,1.569866e-7,0.01198382,0.002202587,0.9671617],"study_design_scores_gemma":[0.00004982686,0.0002172118,0.00003761692,0.02567064,0.0004905904,0.000006263992,0.01558404,0.00001221634,0.000002782707,0.0001125481,0.9574469,0.0003694146],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000701457,0.979798,0.0003694419,0.0006417687,0.0004235628,0.002136455,0.00003907992,0.000129813,0.01639178],"genre_scores_gemma":[0.01079533,0.9839225,0.0002108552,0.0000361801,0.0004477208,0.003192823,0.000001557995,0.00006626709,0.001326803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9667922,"threshold_uncertainty_score":0.9999373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8893488188143834,"score_gpt":0.7348823704904119,"score_spread":0.1544664483239715,"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."}}