{"id":"W28138704","doi":"10.16997/jdd.164","title":"Stakeholder and Citizen Roles in Public Deliberation","year":2013,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Deliberation; Stakeholder; Public relations; Conversation; Government (linguistics); Normative; Political science; Stakeholder analysis; Citizen journalism; Public participation; Process (computing); Stakeholder engagement; Sociology; Public administration; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07376277,0.0006810786,0.0008190789,0.003148789,0.01714338,0.01675873,0.001971132,0.007566087,0.00500576],"category_scores_gemma":[0.05977784,0.0007866379,0.0008285847,0.002881836,0.06306848,0.02445695,0.02028947,0.005979645,0.0007602387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009485167,"about_ca_system_score_gemma":0.01647207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006966108,"about_ca_topic_score_gemma":0.005838798,"domain_scores_codex":[0.8252357,0.1553275,0.001952552,0.004066803,0.006412939,0.007004605],"domain_scores_gemma":[0.9375422,0.05083924,0.002712284,0.003309239,0.00291258,0.002684474],"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":[0.00003939056,0.00002261682,0.001233432,0.00009083443,0.000008774992,0.0001900125,0.1215346,0.000404187,0.0001407131,0.8674926,0.0009727177,0.007870133],"study_design_scores_gemma":[0.00004611044,0.00005923556,0.001039831,0.0005705596,0.00001869289,0.000288401,0.1003614,0.0009365426,0.0005228539,0.7556702,0.1404412,0.00004483068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1504471,0.006962263,0.1148548,0.1110935,0.000735467,0.0003334516,0.00004994245,0.0001307135,0.6153928],"genre_scores_gemma":[0.9836968,0.0007530703,0.005085195,0.002621781,0.00008228912,0.0002176945,0.00001307574,0.00005215621,0.007477936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07376277,"threshold_uncertainty_score":0.3900995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08851627796901533,"score_gpt":0.3594261157301581,"score_spread":0.2709098377611427,"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."}}