{"id":"W2147279532","doi":"10.1093/jpart/mug017","title":"Dealing with Wicked Problems in Networks: Analyzing an Environmental Debate from a Network Perspective","year":2003,"lang":"en","type":"article","venue":"Journal of Public Administration Research and Theory","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":386,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Perspective (graphical); Sociology; Environmental ethics; Management science; Epistemology; Political science; Computer science; Economics; Artificial intelligence; Philosophy","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":[0.02342418,0.0001248915,0.0003242432,0.0005621478,0.0003329999,0.0009057954,0.0003702508,0.00007069687,0.0004148492],"category_scores_gemma":[0.002059812,0.00008143188,0.00005819148,0.0008163495,0.0003171434,0.000945864,0.00005492397,0.000515178,0.000004211741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081211,"about_ca_system_score_gemma":0.000320657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001723679,"about_ca_topic_score_gemma":0.0005320701,"domain_scores_codex":[0.9944075,0.002290756,0.0009051114,0.0003563968,0.001631339,0.0004088609],"domain_scores_gemma":[0.9954013,0.002917564,0.0004991749,0.0002854359,0.0005183673,0.0003781161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006802701,0.0003423202,0.1053805,0.000002164312,0.00009166362,0.0002580961,0.002079163,0.004569417,0.0001834299,0.8741999,0.0001964424,0.01201666],"study_design_scores_gemma":[0.001090077,0.001522003,0.02047832,0.00009006951,0.000006461596,0.0002692253,0.03930267,0.006255689,0.00001508487,0.9283029,0.002503942,0.000163589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8472937,0.003387901,0.1464873,0.0002927888,0.00009250903,0.0002041089,0.000003498367,0.000005282065,0.002232927],"genre_scores_gemma":[0.9977824,0.00004557832,0.001770122,0.00002348885,0.0002083143,0.000003858363,0.000001078179,0.00001044318,0.0001547373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1504887,"threshold_uncertainty_score":0.8734606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839435163421551,"score_gpt":0.4249311179447908,"score_spread":0.2409876016026357,"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."}}