{"id":"W4200569670","doi":"10.3897/jhr.87.73770","title":"Review of Afrotropical sceliotracheline parasitoid wasps (Hymenoptera, Platygastridae)","year":2021,"lang":"en","type":"article","venue":"Journal of Hymenoptera Research","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Research Foundation; National Science Foundation","keywords":"Biology; Hymenoptera; Subfamily; Parasitoid; Zoology; Taxonomy (biology); Key (lock); Type species; Taxon; Genus; Ecology","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":[0.002613928,0.0002230561,0.0007201582,0.00008082933,0.0002071617,0.00008846989,0.0007080023,0.0001451948,0.003739039],"category_scores_gemma":[0.0004886994,0.0000965255,0.0003213834,0.000930095,0.000175058,0.0002556268,0.0002118473,0.001012978,0.00006810643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008632863,"about_ca_system_score_gemma":0.0001777816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003064747,"about_ca_topic_score_gemma":0.00003250131,"domain_scores_codex":[0.9957365,0.0008505891,0.00125327,0.000322809,0.001203488,0.0006333623],"domain_scores_gemma":[0.9965219,0.0007636398,0.0004406051,0.0001913446,0.001710223,0.0003722339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004967445,0.001377932,0.0134373,0.001564847,0.000269806,0.0007551018,0.0001364731,0.00001103829,0.5961293,0.0005291751,0.01825424,0.3670381],"study_design_scores_gemma":[0.001212434,0.003879989,0.02646914,0.008711167,0.00009449496,0.001030508,0.0003792727,0.00002749414,0.1410024,0.0007155369,0.8159689,0.0005086135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198477,0.06946526,0.00002139934,0.00641201,0.0002566117,0.0002747522,0.00005122546,0.00001012101,0.003660937],"genre_scores_gemma":[0.9687087,0.02763998,0.001125641,0.000867149,0.001206242,0.00001084573,0.00003463945,0.000002961191,0.0004038285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7977147,"threshold_uncertainty_score":0.9971717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07834822287840616,"score_gpt":0.3375582747280602,"score_spread":0.259210051849654,"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."}}