{"id":"W2137271944","doi":"10.1177/1476750312451279","title":"Participatory action research <i>with</i> and <i>within</i> community activist groups: Capturing the collective experience of Ireland’s Community and Voluntary Pillar in social partnership","year":2012,"lang":"en","type":"article","venue":"Action Research","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Irish Research Council; Queen's University; Irish Research Council for the Humanities and Social Sciences; Queen's University Belfast","keywords":"Participatory action research; General partnership; Civil society; Citizen journalism; Public relations; Action research; Sociology; Political science; Action (physics); Inclusion (mineral); Public administration; Social science; Law; Pedagogy; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01453382,0.0001283956,0.0002966754,0.0004070573,0.003626228,0.0001268741,0.000312019,0.0001428516,0.00002644357],"category_scores_gemma":[0.0005881764,0.0001169778,0.00003030265,0.0009941027,0.001141048,0.0006912454,0.0004075815,0.003052949,0.000007212465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005093262,"about_ca_system_score_gemma":0.0001071479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02491516,"about_ca_topic_score_gemma":0.01028229,"domain_scores_codex":[0.9953415,0.003326789,0.0003632937,0.0001449635,0.0002311719,0.0005922492],"domain_scores_gemma":[0.9972289,0.00196728,0.0001488754,0.0003646861,0.0001615182,0.0001288009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002804538,0.0003644993,0.7100037,0.00008196656,0.00004725011,5.679204e-7,0.2849387,0.000001934977,0.0003063756,0.002537744,0.0004716451,0.0009651612],"study_design_scores_gemma":[0.0005287922,0.0001518628,0.8278546,0.00003222114,0.000003156393,0.000004299053,0.1637471,0.00006481074,0.0009954937,0.005460536,0.001014527,0.000142609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936333,0.0003324834,0.00001227062,0.0004728032,0.00006949837,0.0003689786,0.000009214526,0.00001520223,0.005086198],"genre_scores_gemma":[0.9991955,0.0002648055,0.00001758479,0.00004528522,0.00007570606,0.0001128477,0.000006950183,0.00001799735,0.0002633541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211915,"threshold_uncertainty_score":0.9992471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6239865224565707,"score_gpt":0.4573312610952118,"score_spread":0.1666552613613589,"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."}}