{"id":"W2043294049","doi":"10.5539/enrr.v2n1p32","title":"An Assessment of the Adaptability to Climate Change of Commercially Available Maize Varieties in Zimbabwe","year":2012,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptability; Climate change; Agriculture; Germplasm; Environmental science; Geography; Agronomy; Growing season; Agroforestry; Biology; Ecology","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":[0.0002806759,0.0002315082,0.0001337838,0.000559625,0.0003251914,0.0005002603,0.0001958147,0.0001982641,0.000577116],"category_scores_gemma":[0.0007709761,0.0001141587,0.000339029,0.0008445559,0.0001770285,0.0003410752,0.0003228305,0.0001658454,0.00005814459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009898419,"about_ca_system_score_gemma":0.0002249785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04257674,"about_ca_topic_score_gemma":0.05601533,"domain_scores_codex":[0.9998239,0.00005384958,0.00001153248,0.0000243083,0.00003297308,0.00005348012],"domain_scores_gemma":[0.9998094,0.00005300885,0.00006758058,0.00001593809,0.00003472128,0.00001937538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005647136,0.00008778155,0.9192107,0.0001089904,0.0002320127,0.001801613,0.001851768,0.008117603,0.04473441,0.0004517799,0.0001972873,0.02264137],"study_design_scores_gemma":[0.000007735509,0.0001674294,0.9953117,0.000007617142,0.00002166582,0.0001143947,0.0007262668,0.002119758,0.0009571114,0.00004116815,0.0005193346,0.000005975588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995658,0.00003230958,0.00006162139,0.0000138555,4.573399e-7,0.000006809554,0.000109564,0.000001293061,0.0002083333],"genre_scores_gemma":[0.9996756,0.0000395352,0.0001019116,0.000003642714,4.00518e-7,0.000006034422,0.0001081579,5.392942e-7,0.00006420183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04257674,"threshold_uncertainty_score":0.08465779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058399504469673,"score_gpt":0.3523724652330826,"score_spread":0.2465325147861153,"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."}}