{"id":"W2957748360","doi":"10.11646/zootaxa.4632.1.1","title":"An annotated catalogue of Elachistinae of the World (Lepidoptera: Gelechioidea: Elachistidae)","year":2019,"lang":"en","type":"article","venue":"Zootaxa","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subgenus; Biology; Genus; Species name; Zoology; Lepidoptera genitalia; Genealogy; Type genus; Nomenclature; Type locality; Subfamily; Taxon; Taxonomy (biology); Ecology; Type species; History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002185825,0.0001799897,0.000263227,0.00005502795,0.00005253518,0.000005126599,0.0004520341,0.000151201,0.00008456841],"category_scores_gemma":[0.00006851496,0.0001325365,0.0001443398,0.0001689915,0.0002213338,0.000006322175,0.0001169032,0.0001631819,0.00003144195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001121238,"about_ca_system_score_gemma":0.00008845609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00018832,"about_ca_topic_score_gemma":0.0004150271,"domain_scores_codex":[0.9988249,0.0001541285,0.0003511696,0.0003409638,0.00009430855,0.0002345295],"domain_scores_gemma":[0.9986979,0.00003288939,0.0003005624,0.0008068414,0.0001062127,0.00005557519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005216796,0.000500554,0.7435519,0.0001411181,0.0002645678,0.000004463783,0.0001719989,0.0002050696,0.208164,0.00232978,0.001149671,0.0429952],"study_design_scores_gemma":[0.001540339,0.0009897144,0.04036746,0.00008862833,0.00008426362,0.00002841517,0.00007211421,0.0001320184,0.4198993,0.00007430098,0.5361809,0.0005426466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520303,0.0002899684,0.0001429803,0.000095762,0.0003248534,0.000282246,0.00008524778,0.00001059884,0.04673807],"genre_scores_gemma":[0.9973121,0.000009705406,0.0005513091,0.0001825481,0.0001041211,0.00001183254,0.0002739344,0.00001582944,0.001538624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7031844,"threshold_uncertainty_score":0.5404682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007067025218219681,"score_gpt":0.2264101778910926,"score_spread":0.2193431526728729,"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."}}