{"id":"W2101539577","doi":"","title":"Farmers’ preference for soil and water conservation practices in central highlands of Ethiopia.","year":2013,"lang":"en","type":"article","venue":"TSpace","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ethiopian Institute of Agricultural Research; International Development Research Centre","keywords":"Soil conservation; Geography; Watershed; Soil water; Agroforestry; Land tenure; Mathematics; Agricultural economics; Environmental science; Agricultural science; Agriculture; Economics; Soil science; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001500158,0.00006274577,0.00008762194,0.000007420336,0.00006148079,0.00004962265,0.00006326769,0.00005951024,0.0003067577],"category_scores_gemma":[0.00009555397,0.00001849297,0.00001428894,0.0001194826,0.00002930878,0.0003781359,0.00002277721,0.00006485323,0.000004716012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005802773,"about_ca_system_score_gemma":0.000003424275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00523913,"about_ca_topic_score_gemma":0.001499389,"domain_scores_codex":[0.9994919,0.00003583051,0.0001334861,0.000123384,0.0000655642,0.0001498385],"domain_scores_gemma":[0.999387,0.0002871608,0.0001656278,0.00002132904,0.0001134048,0.00002552677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004740697,0.00007149996,0.09481562,0.00003470389,0.00001159639,2.237627e-7,0.001899775,0.000004008351,0.8810728,0.001235374,0.001865204,0.01894183],"study_design_scores_gemma":[0.0002116128,0.0002081859,0.9416718,0.00002152857,0.00001015804,0.000002358639,0.005734662,0.0003117907,0.02513248,0.0007241907,0.02583468,0.0001365396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799194,0.00004682221,0.000004696913,0.01903168,0.00003533867,0.0002454998,0.000003667284,0.0000110254,0.0007018234],"genre_scores_gemma":[0.9984733,0.00006951878,0.0002134405,0.0001891244,0.0000440441,0.00003622632,0.00004772246,3.263182e-7,0.0009262955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8559403,"threshold_uncertainty_score":0.7920033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09578049848935972,"score_gpt":0.3098551861776299,"score_spread":0.2140746876882702,"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."}}