{"id":"W1992293623","doi":"10.2308/bria-10149","title":"Empowerment Through Knowledge of Accounting and Related Disciplines: Participatory Action Research in an African Village","year":2012,"lang":"en","type":"article","venue":"Behavioral Research in Accounting","topic":"Religion, Society, and Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Grassroots; Poverty; Participatory action research; Empowerment; Ignorance; Sociology; Political science; Public relations; Economic growth; Economics; Politics; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.02504739,0.0001585867,0.0002889904,0.0006024486,0.0009611031,0.0002363833,0.0004177385,0.0002776049,0.00005192199],"category_scores_gemma":[0.0004394936,0.0001568852,0.00005303881,0.002843599,0.0009645663,0.001858631,0.0004569718,0.0009753798,0.00002496561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106045,"about_ca_system_score_gemma":0.000600311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03897675,"about_ca_topic_score_gemma":0.009721324,"domain_scores_codex":[0.9939402,0.001620604,0.00068672,0.0004583046,0.001580176,0.001713994],"domain_scores_gemma":[0.9981701,0.0005837669,0.0001347605,0.0002866627,0.0005916753,0.0002330861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003229512,0.000681436,0.5901662,0.00006831768,0.000003762239,0.000005969633,0.4018954,0.00000211419,0.002072247,0.0008931494,0.0002579898,0.003921212],"study_design_scores_gemma":[0.000438666,0.0000775006,0.4978678,0.0002884775,0.000005196583,9.013015e-7,0.4960229,0.00005611872,0.0003606907,0.002957288,0.001703539,0.0002208492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914384,0.002069928,0.000001405577,0.000252249,0.0003114677,0.0006677298,0.000001895674,0.00003574882,0.005221167],"genre_scores_gemma":[0.9978374,0.001448717,0.0002138449,0.000005347025,0.0002460077,0.0001546275,0.000005574993,0.00002767048,0.00006086039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09412757,"threshold_uncertainty_score":0.9674228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4386855550119418,"score_gpt":0.5681416174916967,"score_spread":0.1294560624797549,"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."}}