{"id":"W2772271229","doi":"10.9734/jeai/2016/29056","title":"Maize Production under Climate Change in a Savannah Region in DR-Congo","year":2017,"lang":"en","type":"article","venue":"Journal of Experimental Agriculture International","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Climate change; Production (economics); Geography; Agroforestry; Environmental science; Environmental protection; Ecology; Economics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002640274,0.0001559284,0.0002053712,0.00005300436,0.0001681963,0.0001690175,0.000578929,0.0001137532,0.000190659],"category_scores_gemma":[0.00005313538,0.00005209497,0.0001150359,0.000137424,0.00005114703,0.0009144947,0.0001565678,0.0003032016,0.00002047668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208731,"about_ca_system_score_gemma":0.000008278038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000282196,"about_ca_topic_score_gemma":0.0008315878,"domain_scores_codex":[0.9985579,0.00004813664,0.0004310652,0.0002153183,0.0004859187,0.0002617086],"domain_scores_gemma":[0.9992591,0.00002472001,0.0004174231,0.00004880785,0.0001673181,0.00008269361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004090834,0.001040255,0.1904271,0.000006565322,0.00004794279,0.0003028593,0.001030104,0.00001152226,0.7798302,0.001836732,0.01160886,0.01344877],"study_design_scores_gemma":[0.0004336015,0.0001736859,0.9733802,0.0001831674,0.000002491738,0.000196565,0.001266789,0.000004904743,0.01831976,0.0002155097,0.005672053,0.0001512704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672825,0.0003743882,3.681127e-7,0.02886503,0.000915291,0.0002215218,0.000003943909,0.000007491992,0.002329478],"genre_scores_gemma":[0.9971966,0.0004388955,0.00004245185,0.0001772849,0.001406917,0.00002388531,0.00002167246,0.000001027016,0.0006913061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7829531,"threshold_uncertainty_score":0.2124371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05198329622960111,"score_gpt":0.3187664617365212,"score_spread":0.2667831655069201,"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."}}