{"id":"W2019831179","doi":"10.1353/jda.0.0082","title":"Horticultural exports and livelihood linkages of rural dwellers in southern Ghana: an agricultural household modeling application","year":2010,"lang":"en","type":"article","venue":"The Journal of developing areas","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Livelihood; Diversification (marketing strategy); Agriculture; Economics; Agricultural economics; Developing country; Production (economics); Agricultural productivity; Agricultural diversification; Business; Economic growth; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004075875,0.0004474963,0.0003884172,0.0003026619,0.0004101197,0.0005339266,0.0005717046,0.0007677678,0.003936952],"category_scores_gemma":[0.00107801,0.0003078537,0.0003835041,0.0005681609,0.0003412025,0.0004204407,0.0004345412,0.0004081281,0.0001782127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008784328,"about_ca_system_score_gemma":0.0005871813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05752296,"about_ca_topic_score_gemma":0.04451335,"domain_scores_codex":[0.9998945,0.00006681319,0.000003045786,0.0000129389,0.00000327213,0.00001936647],"domain_scores_gemma":[0.9993824,0.0004698459,0.0000708345,0.00001372595,0.00002589407,0.0000373466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004026326,0.0005584528,0.1459809,0.0000826336,0.0001473019,0.0009349315,0.001199922,0.8357364,0.001066911,0.003559831,0.0008497966,0.009480357],"study_design_scores_gemma":[0.00006591922,0.0001625821,0.01888768,0.00001506536,0.00003920598,0.00005829447,0.00166261,0.9775904,0.0001107067,0.001038718,0.0003582871,0.00001059894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972626,0.00004355553,0.001838064,0.0001228298,0.000002103983,0.00001186264,0.0001557438,0.000009976387,0.0005533144],"genre_scores_gemma":[0.9974583,0.00009458507,0.001434233,0.00001526511,0.000002979322,0.00003314882,0.0001253656,0.000004904017,0.0008313166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05752296,"threshold_uncertainty_score":0.1143762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531133926202185,"score_gpt":0.2328883934706355,"score_spread":0.2075770542086137,"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."}}