{"id":"W2033836479","doi":"10.5539/sar.v2n1p149","title":"A Functioning Approach to Well Being Analysis in Rural Nigeria","year":2012,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Leadership, Behavior, and Decision-Making Studies","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welfare; Population; Poverty; Productivity; Educational attainment; Economic growth; Asset (computer security); Rural area; Demographic economics; Socioeconomics; Economics; Geography; Sociology; Political science; Demography","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":[0.0007682333,0.0003176641,0.0001712272,0.002637764,0.0007849336,0.001267864,0.0001568042,0.0002235108,0.001888863],"category_scores_gemma":[0.000907187,0.00009522276,0.0003388895,0.001821972,0.001122123,0.0006794381,0.0008481042,0.0004911462,0.0001087388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008578532,"about_ca_system_score_gemma":0.000924567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003864458,"about_ca_topic_score_gemma":0.006953627,"domain_scores_codex":[0.9996837,0.0001707194,0.00002585644,0.00002159616,0.00004910557,0.000049027],"domain_scores_gemma":[0.9996442,0.0001235175,0.0000766192,0.0000145394,0.00007953547,0.00006165186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002437414,0.0005514078,0.6441738,0.0006424329,0.0001045482,0.001874405,0.05085083,0.005691768,0.006624047,0.08459526,0.002037005,0.2026109],"study_design_scores_gemma":[0.00001227132,0.000656419,0.7788457,0.0005136597,0.00004892439,0.000932513,0.16391,0.009744366,0.001319061,0.02627033,0.01769165,0.00005519508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582439,0.0009604986,0.009196544,0.0006072483,0.00003366907,0.0001861173,0.0002202529,0.00001073077,0.03054101],"genre_scores_gemma":[0.9941744,0.0004644412,0.004209456,0.00002935463,0.000004075694,0.0001081379,0.00005801677,0.000001529829,0.0009506306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003864458,"threshold_uncertainty_score":0.007683933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096276906923416,"score_gpt":0.4227496657331861,"score_spread":0.3131219750408445,"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."}}