{"id":"W1492733652","doi":"","title":"Agriculture: Future Scenarios for Southern Africa","year":2009,"lang":"en","type":"article","venue":"","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food security; Agriculture; Business; Sustainable development; Economic growth; Political science; Geography; Economics","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":[0.0009182522,0.0006323089,0.0001921452,0.0008359636,0.001840647,0.001835637,0.0004632143,0.001421274,0.006008395],"category_scores_gemma":[0.001061482,0.0001685102,0.0005119384,0.001377706,0.0009252054,0.001510615,0.001448161,0.0006480458,0.0002756573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003804668,"about_ca_system_score_gemma":0.001391708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0265184,"about_ca_topic_score_gemma":0.04913161,"domain_scores_codex":[0.9995191,0.0002124223,0.00001168711,0.00002899018,0.00007049959,0.0001573186],"domain_scores_gemma":[0.9996735,0.000119415,0.00005421251,0.00001832256,0.00005012441,0.000084397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001158338,0.0006666431,0.08701339,0.001053472,0.0001957303,0.06907492,0.02051582,0.3418395,0.01466688,0.3431325,0.02990587,0.09077695],"study_design_scores_gemma":[0.0003097904,0.001036217,0.07108087,0.0009007049,0.0001456271,0.007486801,0.07568473,0.1009272,0.003145897,0.1206311,0.6184838,0.0001671789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.788675,0.002108032,0.005971451,0.01108653,0.0001284361,0.0002652275,0.0009760014,0.00008866251,0.1907007],"genre_scores_gemma":[0.9890001,0.001342006,0.002610858,0.0002014176,0.0000163911,0.0001095947,0.0002718216,0.000007776986,0.006439929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0265184,"threshold_uncertainty_score":0.05272812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952799384005275,"score_gpt":0.1974400170655986,"score_spread":0.1779120232255459,"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."}}