{"id":"W2981913352","doi":"10.32388/058366","title":"Pachycrepoideus vindemmiae (Rondani) (Hymenoptera: Pteromalidae) as parasitoid of Poecilosomella angulata (Thomson) (Diptera: Sphaeroceridae) in Brazil,","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tachinidae; Pteromalidae; Anthomyiidae; Parasitoid; Muscidae; Biology; Hymenoptera; Parasitism; Tephritidae; Ichneumonidae; Host (biology); Botany; Ecology; Zoology; PEST analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005392852,0.0007869684,0.001332847,0.0001031521,0.0001079275,0.0001890081,0.001229596,0.00101335,0.002420287],"category_scores_gemma":[0.00005174367,0.0003612217,0.0004964969,0.0003385236,0.0001318472,0.0001934998,0.001020475,0.001103993,0.0001514493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156373,"about_ca_system_score_gemma":0.00008176193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007535277,"about_ca_topic_score_gemma":0.001941661,"domain_scores_codex":[0.9957684,0.000277614,0.001227003,0.001244915,0.0006974193,0.000784602],"domain_scores_gemma":[0.9983717,0.0001965247,0.000598751,0.0004413307,0.0002071252,0.0001845663],"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":[0.0003940244,0.0006980593,0.3235379,0.0001699593,0.00009778637,0.0001554864,0.000241104,0.00003406572,0.6023399,0.001663325,0.0005514465,0.07011694],"study_design_scores_gemma":[0.0008987131,0.001566971,0.8846875,0.0004975263,0.0001193682,0.00005814453,0.0002237752,0.0001077722,0.09886812,0.004903619,0.006391603,0.001676884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743256,0.0004656251,0.00001419099,0.0003531087,0.0004344679,0.00129892,0.0001284784,0.0003114374,0.02266815],"genre_scores_gemma":[0.9966215,0.0001986042,0.0002336884,0.0003446075,0.0003048854,0.0001292502,0.000352925,0.000009434444,0.00180512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5611496,"threshold_uncertainty_score":0.9998839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421390058307359,"score_gpt":0.2611419706697985,"score_spread":0.2469280700867249,"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."}}