{"id":"W2785511194","doi":"10.5539/jsd.v11n1p44","title":"Assessing Land Use and Land Cover Changes in the Murchison Bay Catchment of Lake Victoria Basin in Uganda","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drainage basin; Land use; Land cover; Wetland; Urbanization; Water resource management; Population; Catchment area; Environmental science; Geography; Bay; Murchison meteorite; Hydrology (agriculture); Ecology; Geology; Cartography","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0003145342,0.0002508345,0.0002863349,0.001592933,0.0008207858,0.0009514663,0.0003365769,0.0003716488,0.0006253404],"category_scores_gemma":[0.001106938,0.0002430949,0.0002149902,0.00289658,0.0005599932,0.0005964135,0.001201978,0.0002301725,0.00009392943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591426,"about_ca_system_score_gemma":0.0009736634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09813631,"about_ca_topic_score_gemma":0.2317259,"domain_scores_codex":[0.9997194,0.00006460695,0.00002400429,0.00004305771,0.00005564005,0.00009321359],"domain_scores_gemma":[0.9996945,0.00004121887,0.0001059475,0.00001325684,0.0000778098,0.00006732419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001061605,0.00005942063,0.9632293,0.0002273507,0.00007288343,0.002444813,0.00674902,0.0009680722,0.003950576,0.000163997,0.0004891788,0.02153922],"study_design_scores_gemma":[0.000002979531,0.00002666003,0.9925633,0.00003509161,0.0000138419,0.0002038047,0.005262357,0.0006117492,0.0001298545,0.0000394514,0.001103007,0.000007865126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992889,0.0001618202,0.00004356378,0.0000283416,0.000001305313,0.00001283637,0.0001246332,0.000002257779,0.0003362488],"genre_scores_gemma":[0.9990047,0.0001803776,0.0002416412,0.00001567582,0.000002376285,0.00002589416,0.0002280463,0.00000168269,0.0002995823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09813631,"threshold_uncertainty_score":0.1951302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622764272339795,"score_gpt":0.2279173333449308,"score_spread":0.2116896906215328,"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."}}