{"id":"W4321093041","doi":"10.1007/s10113-023-02031-4","title":"Navigating power imbalances in landscape governance: a network and influence analysis in southern Zambia","year":2023,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Corporate governance; Negotiation; Power (physics); Stakeholder; Environmental resource management; Political science; Sociology; Public relations; Business; Economics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143619,0.0001478395,0.000238261,0.002485367,0.001528492,0.001972303,0.0003131444,0.0003448683,0.0014194],"category_scores_gemma":[0.003480168,0.0001875035,0.000169013,0.002283052,0.001572291,0.001410806,0.001488387,0.0004090822,0.00005474244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002936847,"about_ca_system_score_gemma":0.00109611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1138563,"about_ca_topic_score_gemma":0.1757108,"domain_scores_codex":[0.999483,0.0002450496,0.00001963861,0.00006441648,0.00004993338,0.000137987],"domain_scores_gemma":[0.9990029,0.0006038787,0.0001924974,0.00004635381,0.0001040812,0.00005041596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002286333,0.0001266103,0.7254927,0.0002991534,0.0001561316,0.002271516,0.1500629,0.01671432,0.003635444,0.04058847,0.001202543,0.05922164],"study_design_scores_gemma":[0.00002195485,0.00008496818,0.7693298,0.0004524451,0.0001920849,0.0003155106,0.1678278,0.04033074,0.0006474276,0.009529499,0.01123611,0.00003167356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972385,0.00008329219,0.0007907405,0.0001382854,7.810441e-7,0.00002014821,0.0000366924,0.000002590019,0.001688931],"genre_scores_gemma":[0.9994994,0.00004384971,0.0002994358,0.00000564376,5.676804e-7,0.00001191143,0.00002214053,8.609904e-7,0.0001161009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138563,"threshold_uncertainty_score":0.2263873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472726021486144,"score_gpt":0.2128811576845424,"score_spread":0.1981538974696809,"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."}}