{"id":"W2994219809","doi":"10.5430/rwe.v10n3p273","title":"The Political Economy Dynamics of Rural Household Income Diversification: A Review of the International Literature","year":2019,"lang":"en","type":"review","venue":"Research in World Economy","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversification (marketing strategy); Economics; Poverty; Livelihood; Welfare; Economic inequality; Development economics; Income distribution; Household income; Labour economics; Economic growth; Inequality; Business; Market economy; Agriculture; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006472002,0.0001880974,0.0009038601,0.0003185626,0.0003037766,0.0001635583,0.002668528,0.0001778532,0.0001677794],"category_scores_gemma":[0.0005089979,0.0001173433,0.0005246635,0.001096315,0.0009401307,0.0002708835,0.0006124003,0.001078254,0.00003650413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715607,"about_ca_system_score_gemma":0.001689876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007574894,"about_ca_topic_score_gemma":0.001445585,"domain_scores_codex":[0.9959773,0.001629165,0.001055086,0.0002577908,0.0004945031,0.0005861101],"domain_scores_gemma":[0.9960256,0.002122536,0.0005028229,0.0008402859,0.0003955788,0.0001132188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003903788,0.00003883729,0.001203785,0.02129063,0.00006278304,5.489723e-7,0.0001477844,1.219581e-7,1.945953e-9,0.9375868,0.002632961,0.03703185],"study_design_scores_gemma":[0.00007510728,0.000008433961,0.00005904966,0.03409336,0.00002457436,8.973219e-7,0.0003986188,0.000009186408,9.964646e-8,0.01249771,0.9527212,0.0001117767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003546587,0.7134638,4.877008e-7,0.01013455,0.0004077529,0.001091513,0.0001669363,0.000005416438,0.274726],"genre_scores_gemma":[0.001171045,0.9944248,0.000007663435,0.0002595331,0.0003720907,0.0001005761,0.00006768969,0.00001584808,0.003580771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9500882,"threshold_uncertainty_score":0.4958833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1697659046076767,"score_gpt":0.4363358239952956,"score_spread":0.2665699193876189,"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."}}