{"id":"W6989645447","doi":"","title":"Biology of the Soybean Aphid, Aphis glycines (Hemiptera: Aphididae) in the United States","year":2011,"lang":"en","type":"article","venue":"Iowa State University Digital Repository (Iowa State University)","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soybean aphid; Overwintering; Soybean mosaic virus; PEST analysis; Population; Aphid; Biological pest control; Aphis; Soybean rust","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":[],"consensus_categories":[],"category_scores_codex":[0.00008578194,0.0002581922,0.0002619834,0.000204455,0.000487528,0.0000719057,0.00106144,0.00009574441,0.00004306822],"category_scores_gemma":[0.00001946599,0.0001182501,0.0002395052,0.001315253,0.0003991239,0.0005840306,0.000234436,0.000287622,0.00001108812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252203,"about_ca_system_score_gemma":0.00004014451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00804264,"about_ca_topic_score_gemma":0.002788597,"domain_scores_codex":[0.9984655,0.0002683235,0.0002552158,0.0003888478,0.0002083088,0.0004138291],"domain_scores_gemma":[0.9988856,0.0003172168,0.000283129,0.0002070362,0.0002059622,0.0001010642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008388269,0.003843855,0.7647548,0.0001438753,0.001248994,0.004112278,0.03114301,0.0005730127,0.1219314,0.01720281,0.0061864,0.04047136],"study_design_scores_gemma":[0.003396115,0.001741771,0.2801374,0.0002588588,0.0002741871,0.0002566126,0.07703438,0.0005507816,0.01504627,0.003134864,0.6163576,0.001811122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97698,0.00001880471,0.00002608455,0.0001808089,0.000198087,0.0002850034,0.0004410764,0.00005814569,0.021812],"genre_scores_gemma":[0.9943243,0.00009866194,0.000008788076,0.00008687296,0.000027199,2.907671e-7,0.00009366562,0.00000249285,0.005357691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6101712,"threshold_uncertainty_score":0.9985629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171869992920483,"score_gpt":0.1609394044605575,"score_spread":0.1492207045313527,"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."}}