{"id":"W2920213993","doi":"10.5539/jas.v11n4p25","title":"Groundnut Production and Storage in the Sahel: Challenges and Opportunities in the Maradi and Zinder Regions of Niger","year":2019,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Purdue University; Bill and Melinda Gates Foundation","keywords":"Vigna; Arachis hypogaea; Production (economics); Crop; Agricultural science; Yield (engineering); Business; Agroforestry; Agronomy; 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":[0.0001817018,0.0002392312,0.000179824,0.0006691313,0.0006543965,0.0008580417,0.0003176184,0.0002853157,0.001406877],"category_scores_gemma":[0.0003080886,0.000220117,0.0001071845,0.001186417,0.0004611724,0.0005813069,0.000671818,0.0002385212,0.0001201943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230827,"about_ca_system_score_gemma":0.001093119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05288636,"about_ca_topic_score_gemma":0.1312905,"domain_scores_codex":[0.9998593,0.00003458111,0.00001307194,0.00002081284,0.00001764573,0.00005446778],"domain_scores_gemma":[0.999797,0.00004506609,0.00008359042,0.000004782704,0.00002451173,0.00004498056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002157858,0.0001802162,0.9176927,0.000647364,0.00005643742,0.01006424,0.01497326,0.0005503596,0.01084698,0.002600052,0.0006244887,0.04154823],"study_design_scores_gemma":[0.00001498207,0.0001346926,0.9512569,0.0002515053,0.00002996861,0.002390686,0.03978146,0.0006636604,0.0004956995,0.0006063987,0.004353188,0.00002074209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974866,0.0009754726,0.00006545488,0.0003077865,0.000003920456,0.000008836611,0.00009999599,0.000002018176,0.001050011],"genre_scores_gemma":[0.9981174,0.001184313,0.0001746243,0.00005463351,0.000002864423,0.00000616355,0.00008008755,8.525608e-7,0.0003789465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05288636,"threshold_uncertainty_score":0.1051571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0653361824791024,"score_gpt":0.2322336281571686,"score_spread":0.1668974456780661,"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."}}