{"id":"W2137544400","doi":"","title":"Devolution: a mechanism for scaling adoption of Sustainable Land Management in eastern Africa highlands.","year":2013,"lang":"en","type":"article","venue":"TSpace","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Agricultural Research Organisation; International Development Research Centre","keywords":"Devolution (biology); Land management; Sustainable land management; Business; Land degradation; Environmental resource management; Productivity; Work (physics); Sustainable management; Environmental planning; Natural resource management; Resource management (computing); Land use; Natural resource; Sustainability; Computer science; Environmental science; Geography; Engineering; Economics; Economic growth; Political science; Civil engineering; Ecology","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":[0.01828548,0.0003671199,0.000165987,0.001374732,0.002938701,0.003705448,0.001047158,0.00101079,0.007023725],"category_scores_gemma":[0.0287817,0.0002888495,0.0003941294,0.0008503651,0.004483866,0.002994831,0.00858708,0.001423285,0.0004683968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003806493,"about_ca_system_score_gemma":0.006146172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002837817,"about_ca_topic_score_gemma":0.003324587,"domain_scores_codex":[0.9929982,0.004320388,0.0003986167,0.0005752792,0.000968544,0.0007389832],"domain_scores_gemma":[0.9864843,0.006674294,0.002382538,0.001659025,0.001393777,0.001406061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003375383,0.0008453851,0.03797469,0.0008202311,0.00009838065,0.001984869,0.09351979,0.002964964,0.01325238,0.2184451,0.009948815,0.6198079],"study_design_scores_gemma":[0.000449406,0.002759701,0.07930581,0.001529207,0.0001904221,0.001785769,0.09187443,0.01280779,0.0219338,0.1417231,0.645434,0.0002065895],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6618315,0.001466012,0.1010992,0.02741833,0.0003560525,0.004106817,0.0001727219,0.000421575,0.2031278],"genre_scores_gemma":[0.9493166,0.0002912239,0.0375981,0.0006979246,0.00003267168,0.0006151761,0.00004869004,0.00002277377,0.01137674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01828548,"threshold_uncertainty_score":0.09670401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03459789316760047,"score_gpt":0.2690983301396361,"score_spread":0.2345004369720356,"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."}}