{"id":"W4244946611","doi":"10.1079/cpc.6203.20210102607","title":"<i>Aphis glycines</i> (soyabean aphid).","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soybean aphid; PEST analysis; China; Aphis; Aphid; Geography; Biology; Agroforestry; Agronomy; Aphididae; Homoptera; Horticulture; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007329362,0.0003605821,0.0001785048,0.0001678068,0.000177569,0.0004341947,0.0001225505,0.0002730677,0.01970251],"category_scores_gemma":[0.0001859495,0.00008090134,0.0002165443,0.0001752043,0.00007458467,0.0002716923,0.0002839954,0.0003149288,0.009873481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003187894,"about_ca_system_score_gemma":0.000155453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818889,"about_ca_topic_score_gemma":0.002907143,"domain_scores_codex":[0.9999495,0.000004164743,0.000002371628,0.00001542666,0.00001766383,0.00001091052],"domain_scores_gemma":[0.9999537,0.000004557418,0.00001270678,0.00000709564,0.000008011054,0.00001381332],"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":[0.0003681145,0.00008407518,0.002560056,0.0003858346,0.00004894801,0.0006836486,0.00006064683,0.0003275121,0.9198083,0.001749423,0.0391973,0.03472627],"study_design_scores_gemma":[0.0001475152,0.000729709,0.125126,0.0001287643,0.0001083224,0.004851569,0.0003016094,0.009003119,0.3730117,0.00348951,0.4830526,0.00004965133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7132016,0.009124661,0.01935797,0.0045458,0.005569053,0.0002631994,0.03459287,0.007258553,0.2060862],"genre_scores_gemma":[0.7837625,0.003093006,0.008563233,0.0003967695,0.0003743756,0.00005283161,0.03559297,0.0007230332,0.1674413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01970251,"threshold_uncertainty_score":0.06591141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342988255614718,"score_gpt":0.2084526994141868,"score_spread":0.1950228168580396,"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."}}