{"id":"W3134102639","doi":"","title":"Rural Livelihood Improvement: An Assessment of Households’ Strategies and Activities in Adamawa State, Nigeria","year":2021,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Socioeconomics; Descriptive statistics; Marital status; Diversification (marketing strategy); Agriculture; Remittance; Rural area; Geography; Business; Economic growth; Economics; Demography; Political science; Sociology; Population","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":[0.0004508998,0.0001976189,0.0001622686,0.0005985572,0.0009605061,0.0006694127,0.0001758742,0.0002234545,0.0006991569],"category_scores_gemma":[0.0005536967,0.0001592119,0.0001069692,0.0006916051,0.000366768,0.0005939014,0.0006744154,0.0002246607,0.00008068424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004489845,"about_ca_system_score_gemma":0.0006291128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005106553,"about_ca_topic_score_gemma":0.01640967,"domain_scores_codex":[0.9998053,0.00007626003,0.00002390765,0.00001838831,0.00003075723,0.00004542035],"domain_scores_gemma":[0.9996803,0.00005383081,0.0001344755,0.000007717841,0.00005552353,0.00006827955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004717811,0.0001984396,0.9311748,0.0001715525,0.00001716976,0.0008664677,0.03312833,0.0001494729,0.001495363,0.0002874008,0.0002439686,0.03221984],"study_design_scores_gemma":[0.000001975167,0.0002838896,0.8743921,0.0001125159,0.00001196935,0.0004975644,0.1226283,0.0002252929,0.0002080875,0.0001118197,0.001517492,0.00000895853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992269,0.0001424281,0.00003365799,0.00004050843,0.000001072877,0.00001145258,0.00001934579,5.47848e-7,0.0005240149],"genre_scores_gemma":[0.9992773,0.0003241776,0.0001277174,0.000009164605,6.680825e-7,0.00001164675,0.0000224335,2.142617e-7,0.0002266338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005106553,"threshold_uncertainty_score":0.01015371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613849404329633,"score_gpt":0.2549266276126461,"score_spread":0.2387881335693498,"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."}}