{"id":"W2311972866","doi":"","title":"Community Based Participatory Monitoring and Evaluation: Impacts on Farmer Organization Functioning, Social Capital and Accountability","year":2014,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Community Health and Development","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Monitoring and evaluation; Participatory evaluation; Citizen journalism; Social capital; Balanced scorecard; Literacy; Business; Public relations; Environmental resource management; Sociology; Political science; Process management; Economic growth; Economics; Public administration; Pedagogy; Social science","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":[0.04881598,0.0004731989,0.0003310333,0.001998913,0.003621192,0.004007266,0.0008784655,0.001033639,0.003257799],"category_scores_gemma":[0.0596687,0.0002655084,0.0004473097,0.002053937,0.002731046,0.002355284,0.005091539,0.0007936432,0.0001898794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004623545,"about_ca_system_score_gemma":0.009040121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005549025,"about_ca_topic_score_gemma":0.009960968,"domain_scores_codex":[0.9145371,0.07448225,0.001104569,0.00123759,0.006719136,0.001919317],"domain_scores_gemma":[0.8914445,0.08253006,0.01129164,0.003082742,0.007972808,0.003678201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001098145,0.00228923,0.1462622,0.002998002,0.0003271167,0.0004187351,0.02905191,0.003199997,0.003562469,0.01364117,0.003901403,0.7932497],"study_design_scores_gemma":[0.0007910006,0.01845488,0.7322153,0.008022787,0.0009200469,0.0007303834,0.09928396,0.0190927,0.01594262,0.03313676,0.070926,0.0004836134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129805,0.00327321,0.01459129,0.008806583,0.0001356466,0.003675767,0.0002539515,0.0001473379,0.05613581],"genre_scores_gemma":[0.9877127,0.0005208805,0.009166972,0.000275036,0.00001906226,0.0008104639,0.00003064726,0.00001014455,0.001454122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04881598,"threshold_uncertainty_score":0.2581667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1441425478895949,"score_gpt":0.4212608162916331,"score_spread":0.2771182684020382,"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."}}