{"id":"W2309250592","doi":"","title":"Managing Linkages between (Communal) Rangelands and (Private) Cropland in the Highlands of Eastern Africa","year":2009,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Strong","keywords":"Rangeland; Livelihood; Geography; Natural resource; Natural resource economics; Environmental resource management; Agroforestry; Business; Political science; Agriculture; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001555157,0.0002398944,0.0002002657,0.0009201138,0.00419905,0.003542601,0.001278782,0.0005241582,0.003925321],"category_scores_gemma":[0.003056905,0.0002085064,0.0001041849,0.001783849,0.001673031,0.002542547,0.004548169,0.0004412935,0.0002034957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003035163,"about_ca_system_score_gemma":0.004064302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02438143,"about_ca_topic_score_gemma":0.1114646,"domain_scores_codex":[0.9993455,0.0002313822,0.00002222537,0.00009739451,0.00008577577,0.0002176344],"domain_scores_gemma":[0.9984908,0.0004323279,0.0003910968,0.00005741553,0.0001698425,0.0004584394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002883342,0.0007137613,0.3288654,0.001352339,0.000219512,0.01836732,0.1739167,0.00922112,0.01461281,0.02389932,0.009758404,0.418785],"study_design_scores_gemma":[0.0000548625,0.0007649746,0.3195527,0.001002834,0.0001805389,0.002700652,0.4722683,0.007920832,0.003079833,0.01307185,0.1793198,0.00008275959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818541,0.001336475,0.002304984,0.001107427,0.00002068009,0.0001877315,0.00009857024,0.0000286899,0.0130613],"genre_scores_gemma":[0.9933783,0.0008485626,0.003241018,0.00008417226,0.000006572886,0.00006380178,0.00005464296,0.000005273665,0.002317555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02438143,"threshold_uncertainty_score":0.04847902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006964375295400097,"score_gpt":0.1586236266058413,"score_spread":0.1516592513104413,"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."}}