{"id":"W2019153519","doi":"10.1603/en09312","title":"Development and Parasitism by<i>Aphelinus certus</i>(Hymenoptera: Aphelinidae), a Parasitoid of<i>Aphis glycines</i>(Hemiptera: Aphididae)","year":2010,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Guelph","funders":"Animal and Plant Health Inspection Service","keywords":"Aphelinidae; Aphididae; Parasitoid; Biology; Library science; Hymenoptera; Horticulture; Ecology; PEST analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001340413,0.0002684109,0.0003239279,0.00002779921,0.0002100001,0.00002879611,0.0002191292,0.0002083399,0.001956325],"category_scores_gemma":[0.000009771046,0.0001363599,0.00008709409,0.00008318607,0.0001966222,0.0001220625,0.0001021413,0.0002987228,0.0001303948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002598033,"about_ca_system_score_gemma":0.000007515323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002759956,"about_ca_topic_score_gemma":0.0003783072,"domain_scores_codex":[0.9984648,0.00005560534,0.000437619,0.000451125,0.0002008818,0.0003899513],"domain_scores_gemma":[0.9993986,0.0001545858,0.000176571,0.0001031352,0.000009181193,0.0001579116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008581577,0.0002590208,0.02234866,0.000004197017,0.00004284607,0.0000244056,0.00018344,4.106613e-7,0.9013641,0.0001019442,0.0003906631,0.07519446],"study_design_scores_gemma":[0.001598051,0.0007382895,0.2268276,0.00003136308,0.0000737392,0.00103907,0.0005446079,0.00007853509,0.331111,0.0002379418,0.4367647,0.0009550788],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997575,0.0003525839,0.00001096697,0.0003770867,0.0004151901,0.0002203491,0.0001666625,0.00003764561,0.0008444726],"genre_scores_gemma":[0.9979392,0.0001380272,0.0004151073,0.0004902048,0.0001589433,0.00006194763,0.000278244,0.000003319873,0.0005150205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5702531,"threshold_uncertainty_score":0.998956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004933095515573531,"score_gpt":0.1893200656161322,"score_spread":0.1843869701005587,"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."}}