{"id":"W2041086941","doi":"10.5539/sar.v3n2p69","title":"Varietal Susceptibility of Improved Cowpea Vigna unguiculata (L.) (Walp.) Cultivars to Field and Storage Pests","year":2014,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vigna; Biology; Cultivar; Crop; Agronomy; Randomized block design; Point of delivery; PEST analysis; Thrips; Horticulture","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001979317,0.0003399387,0.0004781199,0.00005936943,0.0008330621,0.0001892206,0.0006623638,0.000223047,0.0001592532],"category_scores_gemma":[0.001634334,0.0001175031,0.0001317346,0.001794047,0.0002177534,0.0003232171,0.001381046,0.0005104811,0.00002876987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512376,"about_ca_system_score_gemma":0.00001735638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003897071,"about_ca_topic_score_gemma":0.002280411,"domain_scores_codex":[0.996203,0.0004993722,0.0004144241,0.0008677072,0.0008338784,0.001181611],"domain_scores_gemma":[0.9969968,0.000903998,0.0001197929,0.0002179286,0.001406302,0.0003551458],"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":[0.0005182754,0.001014732,0.03585399,0.001058517,0.0002800736,0.00008448254,0.002543877,0.0001025567,0.7367763,0.02396144,0.1552829,0.04252292],"study_design_scores_gemma":[0.0005764708,0.003008481,0.802376,0.00009609752,0.00005499381,0.00001229208,0.02689012,0.0001170936,0.008850602,0.002532328,0.1546376,0.0008479151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855654,0.0002615179,0.00003570234,0.006924054,0.00005888103,0.001602153,0.00001769055,0.0001011423,0.005433447],"genre_scores_gemma":[0.9899195,0.00006090888,0.0001444742,0.0001545632,0.000322287,0.00009691314,0.00005537453,0.000002653391,0.009243265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.766522,"threshold_uncertainty_score":0.6407325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182659009044159,"score_gpt":0.2841776547169725,"score_spread":0.2659117538125567,"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."}}