{"id":"W4396704361","doi":"10.1017/s0007485324000257","title":"It's time for Africa – hidden diversity of the <i>Aphidius colemani</i> species group (Hymenoptera, Braconidae, Aphidiinae) south of the Sahara","year":2024,"lang":"en","type":"article","venue":"Bulletin of Entomological Research","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Serbian Academy of Sciences and Arts","keywords":"Braconidae; Biology; Hymenoptera; Aphid; Diversification (marketing strategy); Species richness; Ecology; Zoology; Parasitoid; Botany","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":[0.001562686,0.0001382709,0.0002976269,0.00002920677,0.00033399,0.00004324593,0.001253296,0.0001714676,0.002070092],"category_scores_gemma":[0.0003967595,0.00004201276,0.0003956912,0.0005218657,0.000768149,0.00002094727,0.001264616,0.0003240442,0.00001958348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003491274,"about_ca_system_score_gemma":0.00001813801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004197307,"about_ca_topic_score_gemma":0.00003991541,"domain_scores_codex":[0.9976877,0.0004254999,0.0003345528,0.0003176416,0.0008346859,0.0003999482],"domain_scores_gemma":[0.9980061,0.001351327,0.0001079722,0.0001755567,0.0003025745,0.00005646691],"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":[0.000545611,0.0006611407,0.00797643,0.000159229,0.00007187846,0.00001362531,0.0008710136,4.279735e-7,0.8855896,0.01673553,0.07329188,0.01408363],"study_design_scores_gemma":[0.0005660811,0.003478813,0.42854,0.000449008,0.0001170987,0.00001037078,0.0009962647,0.00002983727,0.136693,0.009684484,0.4190364,0.0003985556],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781389,0.0003970081,0.000002244957,0.006469076,0.00008194919,0.0009620137,0.0002296992,0.00004066185,0.01367844],"genre_scores_gemma":[0.991607,0.0000472936,0.00004557394,0.00006726915,0.00007957637,0.00004451006,0.000005045474,0.000001678191,0.008102097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7488966,"threshold_uncertainty_score":0.9988422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06839647670362743,"score_gpt":0.284399866845587,"score_spread":0.2160033901419596,"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."}}