{"id":"W2273519702","doi":"10.11646/zootaxa.2259.1.1","title":"Revision of New World Spalangiinae (Hymenoptera: Pteromalidae)","year":2009,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology","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":[0.0001104285,0.0001238414,0.0001902243,0.00001598375,0.00006738011,0.00002935075,0.0002160419,0.00005104613,0.001599675],"category_scores_gemma":[0.00001193161,0.00004787354,0.00008760216,0.0002867663,0.00001803408,0.00008461136,0.00002838221,0.00007799,0.000113599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001036412,"about_ca_system_score_gemma":0.000005546081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001641705,"about_ca_topic_score_gemma":0.0001876387,"domain_scores_codex":[0.999181,0.00003446528,0.0002239669,0.000203971,0.0001376277,0.0002189936],"domain_scores_gemma":[0.9996229,0.00004726674,0.0001077789,0.00007874126,0.00002438902,0.0001189539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002605752,0.00005543044,0.008178131,0.000002733241,0.000005326297,0.00000405873,0.00005074361,0.000001292227,0.01081122,0.0008881312,0.003445336,0.9765316],"study_design_scores_gemma":[0.0001202774,0.0003977794,0.07359812,0.00004321579,0.000008247785,0.000002770923,0.00001724989,0.000004168022,0.007396183,0.0002153502,0.9180541,0.0001425077],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743035,0.0003597865,0.0000119652,0.001502644,0.00008251827,0.0001323412,0.000009259194,0.00004050804,0.02355751],"genre_scores_gemma":[0.9955356,0.00002313757,0.0005925194,0.0005585537,0.000348143,6.664372e-7,0.00001987942,4.240818e-7,0.002921123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9763891,"threshold_uncertainty_score":0.999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468313623809713,"score_gpt":0.2301890732321611,"score_spread":0.2055059369940639,"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."}}