{"id":"W3013318203","doi":"","title":"Community Planning and Citizen Engagement","year":2005,"lang":"en","type":"article","venue":"Cornerstone (Minnesota State University, Mankato)","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Community engagement; Business; Public engagement; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007801407,0.0001657278,0.0001862155,0.0001864828,0.0019745,0.00006894901,0.0004082538,0.00008449996,0.0002864087],"category_scores_gemma":[0.00003917767,0.0001861412,0.00004423784,0.000251017,0.0005035765,0.0004414185,0.0003651128,0.0003923588,0.00008459534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751132,"about_ca_system_score_gemma":0.0000975573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227245,"about_ca_topic_score_gemma":0.002262871,"domain_scores_codex":[0.9984407,0.0005086504,0.000130556,0.0002265735,0.0002762358,0.0004172345],"domain_scores_gemma":[0.9992561,0.0001673817,0.00008529812,0.0001963938,0.00007606337,0.0002187264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002860733,0.0005546135,0.03079925,0.0001277595,0.000337963,0.0004011697,0.6399007,0.0001399756,0.0002787607,0.1029972,0.1235072,0.1006694],"study_design_scores_gemma":[0.0008354339,0.00005180445,0.02870248,0.00004890545,0.0000342518,0.000003159473,0.1104152,0.00004994583,0.00004514207,0.0005618522,0.8588794,0.000372371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8439922,0.0005461844,0.0001232069,0.006653599,0.000178306,0.0002301712,0.00001322129,0.0002162181,0.1480469],"genre_scores_gemma":[0.9616858,0.0015054,0.0005409924,0.0002397986,0.00007980345,6.256985e-7,0.00001426385,0.00001249032,0.03592077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7353722,"threshold_uncertainty_score":0.9993248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05872098416543583,"score_gpt":0.2757806313562514,"score_spread":0.2170596471908156,"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."}}