{"id":"W2559805467","doi":"10.3897/bdj.4.e9261","title":"Pteroceraphron Dessart new to the USA (Hymenoptera: Ceraphronoidea)","year":2016,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Hymenoptera; Genus; Zoology; Geography; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006997012,0.0003147829,0.0001715287,0.0009593497,0.001405446,0.0004446128,0.0001990016,0.0001997004,0.004090684],"category_scores_gemma":[0.0001759978,0.0001380471,0.00009439616,0.0005392025,0.0002586571,0.0006039684,0.0004597111,0.000409251,0.000947517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915982,"about_ca_system_score_gemma":0.0003020056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0255773,"about_ca_topic_score_gemma":0.125246,"domain_scores_codex":[0.9999257,0.000004194459,0.000006496976,0.00002620297,0.00002715363,0.00001013514],"domain_scores_gemma":[0.9998909,0.00001419188,0.00003493756,0.000007613397,0.0000273419,0.00002497985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00048255,0.0001589528,0.2610345,0.0004832228,0.00007754774,0.0096334,0.009549558,0.0002079045,0.08750885,0.002358588,0.01562114,0.6128837],"study_design_scores_gemma":[0.00001139969,0.0002264395,0.7891139,0.0001681434,0.00009564134,0.009631011,0.002977723,0.0002179825,0.005836895,0.0003386911,0.1913545,0.0000276498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8543721,0.007736191,0.002985773,0.0004265314,0.0002484393,0.0001349039,0.00224722,0.0002511292,0.1315977],"genre_scores_gemma":[0.9584165,0.003264489,0.005087995,0.0004370186,0.0001136274,0.00004882719,0.002353922,0.00002850725,0.03024908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0255773,"threshold_uncertainty_score":0.05085689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04539801016171489,"score_gpt":0.2526949129583814,"score_spread":0.2072969027966665,"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."}}