{"id":"W2543429353","doi":"10.5539/sar.v6n1p24","title":"Evaluation of Salt Affected Soils for Rice (Oryza Sativa) Production in Ndungu Irrigation Scheme Same District, Tanzania","year":2016,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Soil and Land Suitability Analysis","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Soil water; Irrigation; Topsoil; Agronomy; Soil salinity; Salinity; Soil science; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008263214,0.0001308197,0.0002021271,0.0001560528,0.0002388328,0.00003598362,0.0002252173,0.0001383774,0.0003117507],"category_scores_gemma":[0.005689182,0.00007255821,0.00008028633,0.002304769,0.0001956395,0.0005217856,0.0001234209,0.0001736644,0.00002902661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689293,"about_ca_system_score_gemma":0.000125892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002772451,"about_ca_topic_score_gemma":0.001677646,"domain_scores_codex":[0.9959798,0.0008869745,0.0002978154,0.0005039682,0.00172529,0.0006061943],"domain_scores_gemma":[0.9982016,0.0003295192,0.000100351,0.000300503,0.0009786744,0.00008935527],"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":[0.0004261983,0.001786849,0.1271636,0.0007921747,0.0001768883,0.00001014409,0.003885912,0.003030099,0.6965232,0.003230602,0.0246812,0.1382931],"study_design_scores_gemma":[0.001697208,0.0002968243,0.908143,0.00008201438,0.00009716329,0.000002900386,0.008182535,0.001618982,0.04686867,0.02983476,0.002851402,0.0003245207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927832,0.0001331732,0.0001508014,0.002306004,0.00002935779,0.001590825,0.000007849048,0.0000228092,0.002975939],"genre_scores_gemma":[0.9948185,0.00002383185,0.0001488351,0.000005027258,0.00008065166,0.0004445596,0.00003387305,0.000007929002,0.004436803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7809795,"threshold_uncertainty_score":0.6810893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263961146517606,"score_gpt":0.322274517132964,"score_spread":0.2896349056677879,"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."}}