{"id":"W2306584322","doi":"10.1093/jee/tow048","title":"Population Dynamics of the Soybean Aphid (Hemiptera: Aphididae) in Quebec (Canada)","year":2016,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grain Research Centre; Université du Québec à Montréal","funders":"","keywords":"Infestation; Biology; Aphididae; Soybean aphid; Hemiptera; Aphid; Population; Agronomy; PEST analysis; Horticulture; Homoptera; Botany; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003956193,0.0002368314,0.0002146741,0.0009862309,0.001228853,0.0008295224,0.0006797166,0.0003413502,0.00195714],"category_scores_gemma":[0.0007044345,0.0001426616,0.0002672924,0.001466621,0.0004931815,0.0003255575,0.0002653006,0.0002976084,0.000208211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02621742,"about_ca_system_score_gemma":0.01034014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973081,"about_ca_topic_score_gemma":0.9984561,"domain_scores_codex":[0.9997868,0.00002493012,0.00001058546,0.00005670535,0.0000535379,0.00006750292],"domain_scores_gemma":[0.9991149,0.00007081433,0.0001405882,0.00002397166,0.0004660474,0.000183704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001720845,0.00007402272,0.9641411,0.0000861446,0.000118483,0.0002347986,0.00140718,0.001725342,0.003318033,0.0002737267,0.002849368,0.02559974],"study_design_scores_gemma":[0.000008825438,0.00003426729,0.9942284,0.00002658165,0.00002175315,0.0000457754,0.0005863779,0.001793174,0.0001849224,0.00001320657,0.003042911,0.00001390636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940698,0.0008420672,0.0002583496,0.0001816112,0.000008131279,0.00002812783,0.002822598,0.00002006501,0.001769269],"genre_scores_gemma":[0.9957805,0.0003221243,0.0004084618,0.00008001884,0.000003123687,0.00001469619,0.0011523,0.000004573783,0.002234238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02621742,"threshold_uncertainty_score":0.1902215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007557988602881634,"score_gpt":0.1994655314792513,"score_spread":0.1919075428763697,"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."}}