{"id":"W2011158049","doi":"10.5539/sar.v2n4p95","title":"Wetland Use/Cover Changes and Local Perceptions in Uganda","year":2013,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Wetland; Land cover; Geography; Subsistence agriculture; Agriculture; Population; Land use; Human settlement; Livestock; Environmental science; Agroforestry; Environmental resource management; Environmental protection; Physical geography; Ecology; Forestry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0007303614,0.0002025145,0.0002343373,0.0007722111,0.001449267,0.001229063,0.00025585,0.0003264588,0.001859341],"category_scores_gemma":[0.002251298,0.0003576144,0.0001654742,0.0008191664,0.001309798,0.000827723,0.001551301,0.0004519754,0.0001575396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007951133,"about_ca_system_score_gemma":0.0003563258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01368258,"about_ca_topic_score_gemma":0.01918861,"domain_scores_codex":[0.9995969,0.0001689514,0.00002967289,0.00003763259,0.00006184592,0.0001050258],"domain_scores_gemma":[0.9993549,0.0001486112,0.0002562668,0.00001909254,0.00007843651,0.0001427323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001741062,0.0001107428,0.6471579,0.0003307573,0.00003151469,0.002806976,0.3227193,0.0001585817,0.002003474,0.000431415,0.0008249012,0.02325028],"study_design_scores_gemma":[0.000005706796,0.0002289061,0.603658,0.0001318414,0.0000161301,0.0007626595,0.3905726,0.0001720965,0.0002090421,0.0001502002,0.004063569,0.00002932609],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992813,0.0001283042,0.00001767038,0.00006568363,0.000002172297,0.000004871907,0.000015378,7.344517e-7,0.0004838715],"genre_scores_gemma":[0.9995041,0.0001974184,0.00003692896,0.00002309074,0.000002053904,0.000008001534,0.00001248623,7.38781e-7,0.0002151465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01368258,"threshold_uncertainty_score":0.02720588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844402562022317,"score_gpt":0.2510674896698313,"score_spread":0.2326234640496081,"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."}}