{"id":"W1590940597","doi":"10.1002/jid.3052","title":"An Evaluation of Traditional Seed Conservation Methods in Rural Malawi","year":2014,"lang":"en","type":"article","venue":"Journal of International Development","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Department for International Development","keywords":"Rural development; Natural resource economics; Agroforestry; Development economics; Socioeconomics; Business; Environmental planning; Geography; Agricultural economics; Economic growth; Environmental resource management; Economics; Environmental science; Agriculture","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":[0.003629746,0.00008619321,0.0001607515,0.00007296487,0.00004409227,0.00002905689,0.0002931267,0.00005974293,0.0007882384],"category_scores_gemma":[0.0002116779,0.00003351062,0.00005605975,0.0002081272,0.00002474053,0.0003122244,0.00002261113,0.0001251206,0.000006088403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689669,"about_ca_system_score_gemma":0.00009539328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000280529,"about_ca_topic_score_gemma":0.00007535749,"domain_scores_codex":[0.9978027,0.0003066881,0.0006247837,0.00009032388,0.001061239,0.0001142345],"domain_scores_gemma":[0.9983036,0.0002155278,0.0003404788,0.00002047618,0.001054054,0.0000658922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001357067,0.0004762303,0.142634,0.000007081374,0.00008642866,0.000002223044,0.0003859514,0.0002653677,0.3449314,0.001939985,0.0009135654,0.508222],"study_design_scores_gemma":[0.0003808015,0.0001381112,0.9771377,0.00006463886,0.00000637953,0.00002251841,0.0002638657,0.001464434,0.0144597,0.001750348,0.00422919,0.00008232518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946094,0.00003410293,0.0004729834,0.002782346,0.0003086515,0.0001053258,0.000002571916,0.000003963764,0.001680655],"genre_scores_gemma":[0.9825024,0.00001857905,0.01697081,0.0001210633,0.0002085321,0.0000074064,0.00009087435,6.294728e-7,0.00007973128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8345037,"threshold_uncertainty_score":0.8630658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08222597353874515,"score_gpt":0.3557219310172193,"score_spread":0.2734959574784741,"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."}}