{"id":"W2117047826","doi":"10.1068/c1293","title":"Patterns of Elitism within Participatory Environmental Governance","year":2014,"lang":"en","type":"article","venue":"Environment and Planning C Government and Policy","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Elitism; Corporate governance; Stakeholder; Elite; Citizen journalism; Environmental governance; Public participation; Political science; Environmental planning; Public relations; Sociology; Politics; Economics; Management; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003318496,0.0002229424,0.0002253213,0.000009869864,0.0001317613,0.00001954387,0.0001245519,0.00008086451,0.0006846281],"category_scores_gemma":[0.00004988207,0.0002136776,0.00004142513,0.00003397738,0.0002519585,0.0001754368,0.0003027031,0.0001211099,0.0000278952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002422836,"about_ca_system_score_gemma":0.000003784325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002143111,"about_ca_topic_score_gemma":0.00001209046,"domain_scores_codex":[0.9983773,0.00007311442,0.0002852,0.0003826355,0.0005403321,0.00034139],"domain_scores_gemma":[0.9992667,0.00009895947,0.0002297029,0.0002415546,5.659413e-7,0.0001624605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005017121,0.00009479077,0.9811209,0.00004975407,0.0000172215,0.000004962432,0.007116243,0.0003455155,0.002872712,0.001451161,0.000217043,0.006659457],"study_design_scores_gemma":[0.0005866549,0.0001854719,0.9704992,0.00004420461,0.00002675454,0.000005954259,0.00198321,0.0007198527,0.001938081,0.0006449932,0.02307217,0.0002934787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966503,0.0002927551,0.00008547652,0.0003086,0.00004866265,0.0001497105,0.0001205813,0.00001259718,0.002331265],"genre_scores_gemma":[0.9976141,0.0006694372,0.0001251755,0.0003484099,0.000108587,0.00001989128,0.000007118018,0.0000174213,0.001089862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02285513,"threshold_uncertainty_score":0.8713522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411018211681709,"score_gpt":0.2290529530555022,"score_spread":0.2149427709386851,"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."}}