{"id":"W2164630251","doi":"10.5539/jas.v6n8p10","title":"Evaluation of Crop Production Practices by Farmers in Tshakhuma, Tshiombo and Rabali Areas in Limpopo Province of South Africa","year":2014,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Irrigation; Geography; Economic shortage; Arid; Livestock; Distribution (mathematics); Agroforestry; Water scarcity; Crop; Agricultural productivity; Water resource management; Environmental science; Socioeconomics; Agronomy; Forestry; Ecology; Mathematics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003258752,0.0002306243,0.0001717367,0.0009823701,0.0007356313,0.0006512133,0.0002982953,0.0002430113,0.001307655],"category_scores_gemma":[0.001030811,0.0001504649,0.0001922128,0.001696856,0.0006070388,0.0004009834,0.0005259765,0.0001404442,0.0001323758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576112,"about_ca_system_score_gemma":0.001158445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06305452,"about_ca_topic_score_gemma":0.1504776,"domain_scores_codex":[0.9997527,0.00007141782,0.00001766406,0.00002547085,0.00003468185,0.00009813847],"domain_scores_gemma":[0.9995946,0.000118742,0.0001267252,0.000009801983,0.00005783962,0.0000924033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001588252,0.0001475731,0.932373,0.0002596775,0.00005168958,0.003428437,0.03737889,0.0003776452,0.007975916,0.0002743869,0.0002072386,0.0173667],"study_design_scores_gemma":[0.00000462871,0.0001466718,0.9574577,0.00002917494,0.00001168621,0.0002027353,0.04098756,0.0002372774,0.0002385011,0.00004176277,0.0006351974,0.000006982655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996068,0.00002755425,0.00001421849,0.00002214848,3.201e-7,0.000009578215,0.00004248004,5.499873e-7,0.0002762794],"genre_scores_gemma":[0.9995901,0.00007112986,0.00005895106,0.000007531939,4.49779e-7,0.00001131443,0.0000409943,3.966803e-7,0.0002191627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06305452,"threshold_uncertainty_score":0.125375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766356065119118,"score_gpt":0.2540457566526689,"score_spread":0.2363821960014777,"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."}}