{"id":"W4400898024","doi":"10.1080/26395916.2024.2374756","title":"Community perceptions on land and water acquisitions in the Okavango Delta: implications for rural livelihoods","year":2024,"lang":"en","type":"article","venue":"Ecosystems and People","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Delta; Rural community; Perception; Environmental planning; Geography; Socioeconomics; Water resource management; Business; Environmental resource management; Sociology; Agriculture; Environmental science; Psychology; Archaeology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009190294,0.0001622884,0.0001740514,0.0006061113,0.002117155,0.001487558,0.0002301479,0.0003663689,0.002088938],"category_scores_gemma":[0.001665171,0.000140846,0.0001165682,0.0006089964,0.001963836,0.001072551,0.002135681,0.0005301847,0.00007187431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269988,"about_ca_system_score_gemma":0.001269749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02288342,"about_ca_topic_score_gemma":0.06480845,"domain_scores_codex":[0.9995344,0.000192461,0.00002116077,0.00003232694,0.00005649517,0.0001631702],"domain_scores_gemma":[0.9988899,0.0003229509,0.0002699323,0.00002516177,0.000117019,0.0003750868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009432751,0.0001467766,0.4888205,0.0001903309,0.00002421046,0.002049884,0.4804986,0.0001557877,0.003040736,0.00136356,0.000465706,0.02314959],"study_design_scores_gemma":[0.000002952618,0.00005725271,0.1959124,0.00008247504,0.000006242555,0.0001437109,0.8019825,0.00007609566,0.00007210881,0.0001993778,0.001455694,0.000009292424],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991419,0.00004244733,0.00001305083,0.0001445219,0.000001354876,0.000002727252,0.00000455015,2.309248e-7,0.0006491666],"genre_scores_gemma":[0.9997348,0.00007685499,0.00001817016,0.00002513784,6.957839e-7,0.000002876753,0.000004099803,2.443825e-7,0.0001370091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02288342,"threshold_uncertainty_score":0.04550046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866113356215563,"score_gpt":0.2398015814971499,"score_spread":0.2211404479349943,"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."}}