{"id":"W3137737367","doi":"10.3390/insects12030258","title":"Survey for Adventive Populations of the Samurai Wasp, Trissolcus japonicus (Hymenoptera: Scelionidae) in Pennsylvania at Commercial Fruit Orchards and the Surrounding Forest","year":2021,"lang":"en","type":"article","venue":"Insects","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agricultural Research Service; National Institute of Food and Agriculture; State Horticultural Association of Pennsylvania; Florida Department of Agriculture and Consumer Services; U.S. Department of Agriculture","keywords":"Scelionidae; Biology; Pentatomidae; Hymenoptera; Parasitoid; Ecology; Hemiptera","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":[],"consensus_categories":[],"category_scores_codex":[0.0007832884,0.0001401108,0.0002897984,0.00001296998,0.0005607258,0.00004835517,0.0002126326,0.00007262913,0.00005031844],"category_scores_gemma":[0.0007193856,0.00004626766,0.0001162485,0.000429084,0.0001864455,0.00007416785,0.0003134912,0.0001284645,0.000002154236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007422737,"about_ca_system_score_gemma":0.00002175571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003366165,"about_ca_topic_score_gemma":0.1879117,"domain_scores_codex":[0.9985788,0.0004056579,0.0003188057,0.000240512,0.0001910191,0.0002652262],"domain_scores_gemma":[0.9979947,0.001578804,0.0001391742,0.00009191279,0.0001584508,0.00003697273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002982906,0.0001087113,0.9714915,0.00002367948,0.00004326575,0.000003989359,0.002167258,0.00001257124,0.01470014,0.00132991,0.0005026364,0.009318026],"study_design_scores_gemma":[0.0008494303,0.00006527246,0.9952586,0.00005030806,0.00001604016,0.000004631709,0.0002267412,0.00005767108,0.001912181,0.0007351839,0.0007162382,0.0001076942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995953,0.0006907936,0.000001867782,0.001949184,0.0003217146,0.000547556,0.0001398097,0.00001071446,0.0003854177],"genre_scores_gemma":[0.9992748,0.0000550842,0.00001654587,0.0001979539,0.00009799589,0.00006540315,0.00005426138,0.000001765192,0.0002361968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1845456,"threshold_uncertainty_score":0.8269067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06208977432709963,"score_gpt":0.2736522939097547,"score_spread":0.2115625195826551,"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."}}