{"id":"W269824754","doi":"10.11646/zootaxa.2456.1.1","title":"Review of Gonatocerus (Hymenoptera: Mymaridae) in the Neotropical region, with description of eleven new species","year":2010,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Subgenus; Biology; Hymenoptera; Hemiptera; Zoology; Genus; Taxonomy (biology); 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":[],"consensus_categories":[],"category_scores_codex":[0.0001765566,0.00009457804,0.0001966648,0.000008586295,0.00003696585,0.00001264906,0.0002775962,0.00005444685,0.0003852858],"category_scores_gemma":[0.000039208,0.00002858393,0.00004946775,0.0002609065,0.00008849079,0.00007206397,0.00002530201,0.0001694571,0.000006717109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005771929,"about_ca_system_score_gemma":0.0000164182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005468733,"about_ca_topic_score_gemma":0.001660084,"domain_scores_codex":[0.999257,0.00007311951,0.0002481553,0.0001392204,0.0001437508,0.000138801],"domain_scores_gemma":[0.9995774,0.00008977129,0.0001486804,0.00009592021,0.00004883173,0.00003941273],"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":[0.0001362771,0.0003436249,0.2079897,0.0006166528,0.00003283438,0.00001535821,0.0004889314,0.000001419044,0.04946386,0.00955708,0.009299609,0.7220547],"study_design_scores_gemma":[0.0001593847,0.0003820208,0.314138,0.0006283083,0.00001696325,0.00002093101,0.0000905636,0.00000218682,0.001286554,0.0002129503,0.6829457,0.0001164608],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902063,0.001801638,0.00001229696,0.002185439,0.00005101929,0.0002707234,0.000005258593,0.000006836779,0.005460468],"genre_scores_gemma":[0.9976024,0.001045485,0.0001840973,0.0007019827,0.000155521,0.00001058844,0.00001019672,5.043238e-7,0.0002892216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7219382,"threshold_uncertainty_score":0.421861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03047108677753089,"score_gpt":0.2117923929070137,"score_spread":0.1813213061294829,"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."}}