{"id":"W1965114581","doi":"10.5539/jas.v6n1p66","title":"Household Requirements Versus Profit Optimization: The Win-Win Solution Strategies Among Small-Holder Farmers in South Western Nigeria","year":2013,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subsistence agriculture; Cropping; Profit (economics); Profit maximization; Food security; Government (linguistics); Agriculture; Agricultural economics; Arable land; Business; Economics; Marketing; Agricultural science; Geography","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":[0.0004412447,0.0001512762,0.0001396132,0.000170681,0.0009417466,0.0006258827,0.0002801877,0.000332084,0.003237729],"category_scores_gemma":[0.0009303422,0.0001120551,0.00007960162,0.0002397852,0.0003890308,0.0004819473,0.0003858173,0.0002032546,0.0001033304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006632892,"about_ca_system_score_gemma":0.0007461527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004660332,"about_ca_topic_score_gemma":0.0193624,"domain_scores_codex":[0.9998146,0.00008157936,0.000005835557,0.00002123306,0.00001777964,0.00005898443],"domain_scores_gemma":[0.9997527,0.0001229813,0.00004914545,0.000006719479,0.00001653511,0.000051943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001762776,0.002380689,0.455044,0.0006914563,0.0001049359,0.01175111,0.07187863,0.05210479,0.04418968,0.03476974,0.003957704,0.3213645],"study_design_scores_gemma":[0.0001419456,0.002005116,0.3703204,0.0002633395,0.0000608696,0.002023717,0.4332634,0.1333296,0.004516208,0.03023363,0.02375421,0.00008754763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975328,0.00004226647,0.0004789234,0.0001381916,0.000001459843,0.00001768658,0.000006605583,9.003185e-7,0.001781103],"genre_scores_gemma":[0.9978321,0.00006117269,0.000667888,0.00001098548,6.101427e-7,0.00001072478,0.000004857684,8.694292e-7,0.001410747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004660332,"threshold_uncertainty_score":0.0108313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07066419191609978,"score_gpt":0.2630380181853487,"score_spread":0.1923738262692489,"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."}}