{"id":"W2049578769","doi":"10.5539/jas.v5n8p252","title":"Farmers’ Perception of and Coping Strategies to Climate Change: Evidence From Six Agro-Ecological Zones of Uganda","year":2013,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Climate change; Agriculture; Extreme weather; Geography; Agricultural diversification; Food security; Socioeconomics; Diversification (marketing strategy); Livestock; Agroforestry; Ecology; Environmental science; Business; Biology; Economics","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":[0.001136272,0.0003802719,0.0004019228,0.001101503,0.00205027,0.001187579,0.0004477947,0.0005187671,0.001933705],"category_scores_gemma":[0.003519282,0.0005691865,0.0002780861,0.001567498,0.001566458,0.0008518651,0.001526471,0.0004512564,0.0002673118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000522367,"about_ca_system_score_gemma":0.0004179283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121403,"about_ca_topic_score_gemma":0.02391978,"domain_scores_codex":[0.9992297,0.000376345,0.00005193921,0.00006498998,0.00008057462,0.0001965811],"domain_scores_gemma":[0.9982206,0.0006150723,0.0006586442,0.00007981324,0.0001983966,0.0002274154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002168472,0.0002263714,0.7887117,0.0002746046,0.00006273852,0.001498293,0.1940533,0.00006470488,0.001110649,0.0001656977,0.0003056853,0.01330944],"study_design_scores_gemma":[0.00001822667,0.0003169115,0.8227538,0.0001249873,0.00003523029,0.0005261826,0.1746933,0.00008200925,0.0001688661,0.0001174881,0.001142717,0.00002014357],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999613,0.00009921299,0.00001799613,0.0000228098,0.000001045686,0.000005679087,0.0000166116,2.894217e-7,0.0002234478],"genre_scores_gemma":[0.9995813,0.0002198417,0.00004350008,0.00002520364,0.000001383187,0.00001567131,0.00001750064,5.205374e-7,0.00009503629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0121403,"threshold_uncertainty_score":0.02413929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0696177956764649,"score_gpt":0.3033786274339899,"score_spread":0.233760831757525,"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."}}