{"id":"W3016402161","doi":"","title":"The Role of Reflexivity in Participatory Action Research to Empower Culturally Diverse Communities in Pakistan","year":2020,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Participatory action research; Action research; Empowerment; Context (archaeology); Sociology; Citizen journalism; Action (physics); Public relations; Political science; Social science; Pedagogy; Geography; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1590125,0.0008641285,0.0008604254,0.002339735,0.01287853,0.01718994,0.002883707,0.002783181,0.002185202],"category_scores_gemma":[0.08642057,0.0008592959,0.0006763731,0.001825846,0.05011966,0.01068341,0.01684471,0.004786437,0.0002860738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006217938,"about_ca_system_score_gemma":0.0164395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001918556,"about_ca_topic_score_gemma":0.003686203,"domain_scores_codex":[0.7515497,0.2305283,0.002413589,0.005379982,0.00711219,0.003016357],"domain_scores_gemma":[0.7949153,0.1831561,0.005813771,0.009657151,0.004079213,0.002378481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001390445,0.0003373727,0.004964644,0.001428646,0.00007488499,0.001060901,0.7967455,0.001044486,0.002370091,0.09573504,0.00102649,0.09507298],"study_design_scores_gemma":[0.0002382895,0.00117208,0.004570359,0.003421729,0.0001108957,0.001313405,0.7343662,0.002393513,0.004788771,0.1594293,0.08802696,0.0001686218],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5185146,0.004596072,0.2740314,0.03974874,0.0008251992,0.005956233,0.0001368361,0.0004070156,0.1557838],"genre_scores_gemma":[0.9520648,0.0009218531,0.04277167,0.001066746,0.00005906894,0.001448189,0.00001447596,0.00004564181,0.001607501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1590125,"threshold_uncertainty_score":0.8409485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7311204104425508,"score_gpt":0.6562207106478047,"score_spread":0.07489969979474609,"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."}}