{"id":"W2242765967","doi":"","title":"Action Research Helps Citizens Prepare Madison County, Florida Vision 2020","year":2011,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Action research; Citizen journalism; Action plan; Government (linguistics); Action (physics); Participatory evaluation; Public administration; Data collection; Sociology; Political science; Public relations; Management; Social science; Pedagogy; Law","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":[0.0499566,0.0005604228,0.0003723027,0.003474808,0.007390718,0.008844249,0.001278053,0.002475555,0.008106235],"category_scores_gemma":[0.03371356,0.0003580098,0.0004378441,0.001448892,0.002861524,0.005577645,0.005184263,0.002301682,0.001203906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008602858,"about_ca_system_score_gemma":0.03215309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01406414,"about_ca_topic_score_gemma":0.03144981,"domain_scores_codex":[0.9694847,0.02413563,0.0005540428,0.000717743,0.003634513,0.001473394],"domain_scores_gemma":[0.9779686,0.01159589,0.001601151,0.00103219,0.004094519,0.003707632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002163789,0.001817032,0.0169812,0.0007759348,0.00005772654,0.0003476296,0.110044,0.001530347,0.002887552,0.09414002,0.1490802,0.622122],"study_design_scores_gemma":[0.0001526171,0.001124247,0.01370781,0.001462732,0.00007484976,0.0001679121,0.254947,0.001783345,0.003060965,0.0474845,0.6758665,0.0001674627],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3141737,0.002689437,0.0735786,0.1578665,0.001304944,0.006906826,0.0007110892,0.001126909,0.4416421],"genre_scores_gemma":[0.7884808,0.002437205,0.1615559,0.00531922,0.0001424617,0.003521063,0.0007751737,0.0001406883,0.03762748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0499566,"threshold_uncertainty_score":0.264199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4601214414688607,"score_gpt":0.5236570968421267,"score_spread":0.063535655373266,"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."}}