{"id":"W4401070816","doi":"10.1371/journal.pone.0307404","title":"Species richness estimation of the Afrotropical Darwin wasps (Hymenoptera, Ichneumonidae)","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Ichneumonidae; Hymenoptera; Species richness; Biology; Pollinator; Ecology; Zoology; Darwin (ADL); Parasitoid; Pollination; Pollen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006878616,0.0003936105,0.0002415695,0.004387205,0.0005355965,0.0004878223,0.0003563338,0.0001842522,0.002322637],"category_scores_gemma":[0.002677426,0.000172037,0.0003451213,0.001723776,0.0004026272,0.0006864648,0.0006576625,0.0002353619,0.0003947227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003248035,"about_ca_system_score_gemma":0.0002117099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098808,"about_ca_topic_score_gemma":0.01408162,"domain_scores_codex":[0.9994563,0.0001324951,0.00006067005,0.000151209,0.0001302078,0.00006902481],"domain_scores_gemma":[0.9983543,0.0005282328,0.0006292821,0.0001217533,0.0002687358,0.00009764212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004366248,0.00001465934,0.9608448,0.0002864708,0.0002120348,0.0002177566,0.001323694,0.001566412,0.003788694,0.0004745973,0.001404654,0.02982275],"study_design_scores_gemma":[0.000002555769,0.00003095964,0.9921173,0.00005440928,0.00005162009,0.0004000404,0.0006798009,0.001825698,0.0007904214,0.0002434934,0.003788469,0.00001523747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791545,0.001558304,0.006592714,0.0001073653,0.00001646355,0.00006849015,0.0066696,0.00007767704,0.005754812],"genre_scores_gemma":[0.9898836,0.0004343065,0.005157426,0.00003000257,0.0000178592,0.00007914183,0.003919537,0.00001131908,0.0004669245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098808,"threshold_uncertainty_score":0.02184826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06883518127953524,"score_gpt":0.1985607370699953,"score_spread":0.12972555579046,"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."}}