{"id":"W2100960792","doi":"10.1177/097491011000200203","title":"Structural Transformation and African Agriculture","year":2010,"lang":"en","type":"article","venue":"Global Journal of Emerging Market Economies","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","funders":"","keywords":"Agriculture; Diseconomies of scale; Economics; Scale (ratio); Agricultural productivity; Convergence (economics); Agricultural economics; Economies of scale; Business; Development economics; 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":[0.0007985831,0.000249997,0.0001548273,0.0008741554,0.00538642,0.00341679,0.0004442205,0.001254077,0.009949007],"category_scores_gemma":[0.001391652,0.0001210927,0.0001896499,0.00158187,0.01271335,0.002550427,0.003954294,0.002123811,0.0004318427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005761268,"about_ca_system_score_gemma":0.002448846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005292531,"about_ca_topic_score_gemma":0.007600939,"domain_scores_codex":[0.9992951,0.00027651,0.00001460889,0.00007089564,0.0000808157,0.0002620087],"domain_scores_gemma":[0.9996195,0.0001435156,0.00008743248,0.00003731701,0.00004317902,0.00006904049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000007510493,0.00001237667,0.0003907515,0.00002968243,0.000001165326,0.0001565689,0.005189443,0.0001983782,0.0001551497,0.9793332,0.001519715,0.01300605],"study_design_scores_gemma":[0.00001142081,0.00004771031,0.002965123,0.0001816432,0.000002418439,0.0003935538,0.01177828,0.0003867649,0.0003242541,0.5098343,0.4740658,0.000008793579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1311525,0.01651471,0.005310575,0.05120188,0.0004424844,0.00006929725,0.00007731588,0.00003914421,0.7951921],"genre_scores_gemma":[0.9674333,0.005249071,0.0008086772,0.001833323,0.0001389737,0.0000274231,0.00002988576,0.0000143177,0.02446517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009949007,"threshold_uncertainty_score":0.0418011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009752189844687634,"score_gpt":0.2238633046106331,"score_spread":0.2141111147659455,"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."}}