{"id":"W4214647626","doi":"10.3390/agronomy12030583","title":"Post-Release Evaluation of Diaphorencyrtus aligarhensis (Hymenoptera: Encyrtidae) and Tamarixia radiata (Hymenoptera: Eulophidae) for Biological Control of Diaphorina citri (Hemiptera: Liviidae) in Urban California, USA","year":2022,"lang":"en","type":"article","venue":"Agronomy","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Citrus Research Board; U.S. Department of Agriculture","keywords":"Diaphorina citri; Eulophidae; Radiata; Biology; Encyrtidae; Hemiptera; Pinus radiata; Biological pest control; Botany; Nymph; Hymenoptera; Ecology; Parasitism; Horticulture; Vigna; Parasitoid; Host (biology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001017115,0.0002690147,0.0005588252,0.00009405878,0.0002504458,0.00003422538,0.0002914349,0.0001110171,0.001631818],"category_scores_gemma":[0.0001539365,0.0001432623,0.0001914405,0.0003022253,0.0001035552,0.0001499501,0.0001205106,0.0002075484,0.000006151817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223513,"about_ca_system_score_gemma":0.0000644141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00227842,"about_ca_topic_score_gemma":0.0004026047,"domain_scores_codex":[0.9976103,0.0003755631,0.0007342003,0.000511026,0.0003506003,0.0004183362],"domain_scores_gemma":[0.9982103,0.0008694068,0.0003868804,0.0001368255,0.0002807046,0.0001159409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001956725,0.001334338,0.4309047,0.000056942,0.0003001597,0.0000120292,0.001323033,0.000227841,0.215977,0.001615796,0.001003585,0.3452879],"study_design_scores_gemma":[0.008976404,0.005852594,0.9139872,0.0001311342,0.0005734253,0.00005525702,0.003227274,0.008908493,0.008915714,0.001911874,0.04601767,0.001443008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941125,0.001673532,0.00002585405,0.0004033556,0.0001692781,0.001282128,0.001471019,0.00001615584,0.0008461999],"genre_scores_gemma":[0.9983435,0.00008490159,0.00006387232,0.0001860901,0.0001297444,0.0007495303,0.0003865216,0.000003021676,0.00005284626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4830825,"threshold_uncertainty_score":0.9992808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627861369289955,"score_gpt":0.2204602086634043,"score_spread":0.2041815949705047,"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."}}