{"id":"W6996634557","doi":"","title":"SIGNIFICANCE OF SOCIAL NETWORKS IN SUSTAINABLE LAND MANAGEMENT IN\\nCENTRAL ETHIOPIA AND EASTERN UGANDA","year":2013,"lang":"en","type":"other","venue":"Bioline International (Bioline International)","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ethiopian Institute of Agricultural Research; National Agricultural Research Organisation; International Development Research Centre","keywords":"Centralisation; Agriculture; Social network (sociolinguistics); Land tenure; Social network analysis; Strengths and weaknesses; Sustainable development","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002403623,0.0002890045,0.0003249561,0.0001810543,0.00003897926,0.0001098443,0.0005651205,0.0002838203,0.002691192],"category_scores_gemma":[0.00004524433,0.0001302172,0.00007908123,0.0003764432,0.00008530804,0.0002089191,0.0002523266,0.0003226145,0.00002080634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358497,"about_ca_system_score_gemma":0.00001215929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009130309,"about_ca_topic_score_gemma":0.003532684,"domain_scores_codex":[0.998226,0.00006256478,0.0006196747,0.0004441747,0.0003418784,0.0003056962],"domain_scores_gemma":[0.9990131,0.000115159,0.0005390131,0.00005645388,0.0002294414,0.00004683068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009444828,0.002508131,0.3342149,0.0003732241,0.001789662,0.0003022104,0.0005594207,0.0005892924,0.003570658,0.2203576,0.2825317,0.1522587],"study_design_scores_gemma":[0.0006494277,0.00004594696,0.1321936,0.0001946577,0.0000144161,0.000006712695,0.0004104098,0.00225433,0.00002892706,0.0003289655,0.863515,0.0003577248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4213975,0.00195448,0.0001490719,0.0302634,0.003436344,0.003017164,0.001112808,0.0002287588,0.5384405],"genre_scores_gemma":[0.6491572,0.001509859,0.0002648171,0.0002726978,0.001888154,0.00007850503,0.001794618,0.00001557773,0.3450186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5809832,"threshold_uncertainty_score":0.9982205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469973872671561,"score_gpt":0.256031154049311,"score_spread":0.2413314153225954,"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."}}