{"id":"W2599393227","doi":"","title":"A farmer who means business","year":2016,"lang":"en","type":"article","venue":"Farmlink Africa","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feedlot; Work (physics); Business; Wife; Agricultural science; Agricultural economics; Operations management; Economics; Engineering; Geography; Forestry; Political science; Environmental science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002461494,0.0006190844,0.0004952642,0.000705571,0.009400895,0.008269337,0.0008230398,0.003604206,0.1208983],"category_scores_gemma":[0.007088386,0.0003361787,0.00023528,0.0006336941,0.004176584,0.008466953,0.004361665,0.004243108,0.05037993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329553,"about_ca_system_score_gemma":0.006369812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005422333,"about_ca_topic_score_gemma":0.01230351,"domain_scores_codex":[0.995782,0.001056104,0.00008822239,0.0005354157,0.001532256,0.001006017],"domain_scores_gemma":[0.9952252,0.0006533079,0.0002293507,0.0003833776,0.001394389,0.002114345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001989923,0.00005578684,0.0008202055,0.00007215803,0.000005895944,0.0008107481,0.008141231,0.00001546963,0.0009651968,0.06166893,0.8794569,0.0479678],"study_design_scores_gemma":[0.000001959051,0.00001335568,0.0002052565,0.00006667676,0.000001610304,0.0003336426,0.004776202,0.00001468737,0.00005719272,0.002916364,0.991606,0.000007062867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006164906,0.004031726,0.002297131,0.2067733,0.01027171,0.00005314009,0.00009436521,0.0005502151,0.7697636],"genre_scores_gemma":[0.05814294,0.002691579,0.001284192,0.06154841,0.001264734,0.00004297914,0.00005246826,0.0002359085,0.8747368],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1208983,"threshold_uncertainty_score":0.4044451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223058714644436,"score_gpt":0.2137694811794971,"score_spread":0.1914636097150535,"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."}}