{"id":"W2176676318","doi":"10.1603/0046-225x-34.1.170","title":"Sampling<i>Aphis glycines</i>(Homoptera: Aphididae) in Soybean Fields in Illinois","year":2005,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soybean aphid; Aphididae; Homoptera; PEST analysis; Population density; Infestation; Biology; Aphis; Sampling (signal processing); Agronomy; Aphid; Population; Horticulture; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001035567,0.0001399369,0.0001786369,0.00004043981,0.00005662794,0.00001090307,0.0001611496,0.0001407574,0.002967822],"category_scores_gemma":[0.000007080408,0.00006895648,0.00007022319,0.0001101829,0.00004784453,0.0001088572,0.00005267484,0.000220932,0.0002506546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009641329,"about_ca_system_score_gemma":0.000002182105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025003,"about_ca_topic_score_gemma":0.009542057,"domain_scores_codex":[0.9989577,0.00006326225,0.0002746836,0.0002845265,0.00009625463,0.0003235814],"domain_scores_gemma":[0.9997275,0.0001084421,0.00005280411,0.00005773701,0.000001837703,0.00005167345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003131879,0.001301154,0.4272308,0.000004424908,0.00002371807,0.0001529516,0.0007576901,0.0004347991,0.3107674,0.0004577103,0.0003309676,0.2582252],"study_design_scores_gemma":[0.0009586985,0.0003805667,0.9259335,0.00001826634,0.000007604819,0.0001497704,0.0003918188,0.0005325135,0.003951751,0.0004219979,0.06687053,0.000382933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962222,0.0001608749,0.000006721374,0.001677784,0.0001469062,0.0001464697,0.00002804526,0.00001836438,0.001592626],"genre_scores_gemma":[0.9979339,0.00009052877,0.0000567245,0.001061492,0.0002261944,0.00003349115,0.00008379764,0.00000122875,0.000512601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4987027,"threshold_uncertainty_score":0.9979436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009544467194570236,"score_gpt":0.2074497015424717,"score_spread":0.1979052343479015,"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."}}