{"id":"W2565656349","doi":"10.3390/insects7040075","title":"Biological Control Outcomes Using the Generalist Aphid Predator Aphidoletes aphidimyza under Multi-Prey Conditions","year":2016,"lang":"en","type":"article","venue":"Insects","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Ministry of Agriculture, Food and Rural Affairs","funders":"U.S. Department of Agriculture","keywords":"Biology; Aphid; Predation; Generalist and specialist species; Predator; Biological pest control; Natural enemies; Ecology; Apex predator; Toxicology; Zoology; Botany; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001631964,0.0002304061,0.000254825,0.00002327486,0.0006027892,0.0001058555,0.0003469765,0.0001458804,0.0007391743],"category_scores_gemma":[0.00009974875,0.00005699078,0.0002199448,0.0001737389,0.0002368782,0.0001794758,0.00005405258,0.0001377518,0.0001008574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004364635,"about_ca_system_score_gemma":0.00001480983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004700582,"about_ca_topic_score_gemma":0.0009488352,"domain_scores_codex":[0.9985699,0.0002144611,0.0002920695,0.0003436484,0.0001690766,0.000410848],"domain_scores_gemma":[0.9986031,0.0009202063,0.0001354568,0.0001333378,0.0001042519,0.000103643],"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":[0.00005077582,0.0001416474,0.03433523,0.000001404073,0.00008944781,0.000008697645,0.00002335022,0.00002556705,0.9606509,0.002525745,0.0006971701,0.001450131],"study_design_scores_gemma":[0.003497632,0.0006565216,0.9506396,0.0001191864,0.0001483004,0.0002288924,0.0005420045,0.002188081,0.01680374,0.00280523,0.02119844,0.001172342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928488,0.0001127778,0.0005329184,0.004824353,0.0004679125,0.0003780723,0.0005950243,0.0001225252,0.0001175851],"genre_scores_gemma":[0.9964486,0.00003027382,0.00005608082,0.002615922,0.0004175347,0.00007797928,0.0000360181,0.000002323694,0.0003153163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9438471,"threshold_uncertainty_score":0.809344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05544058226544098,"score_gpt":0.2673986620481867,"score_spread":0.2119580797827457,"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."}}