{"id":"W1429497534","doi":"10.11646/zootaxa.3999.3.5","title":"Taxonomy 2.0: Sequencing of old type specimens supports the description of two new species of the Lasiocampa decolorata group from Morocco (Lepidoptera, Lasiocampidae)","year":2015,"lang":"en","type":"article","venue":"Zootaxa","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Lepidoptera genitalia; Taxonomy (biology); Species group; Type (biology); Group (periodic table); Zoology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001669384,0.0005631474,0.0004811979,0.004294544,0.001179594,0.001441031,0.0005971228,0.0005216065,0.01376309],"category_scores_gemma":[0.004352616,0.0002185936,0.000258757,0.002514685,0.0005346549,0.0009808022,0.0009315038,0.0005634581,0.0118096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006683962,"about_ca_system_score_gemma":0.001599342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004367478,"about_ca_topic_score_gemma":0.007865435,"domain_scores_codex":[0.9994034,0.00009765742,0.00007237267,0.000174937,0.0001443477,0.0001073955],"domain_scores_gemma":[0.9971811,0.0004798621,0.001022674,0.000329009,0.0007019541,0.0002854298],"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":[0.001352996,0.000209681,0.2529296,0.002597535,0.0001187701,0.001907969,0.01382992,0.0006400025,0.2534964,0.002810699,0.04262454,0.427482],"study_design_scores_gemma":[0.00009354941,0.0002795236,0.5423916,0.0008267017,0.0001661156,0.004188911,0.003137053,0.00354819,0.02493758,0.001879309,0.4184396,0.0001119448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7681887,0.00214622,0.07011729,0.001483809,0.0006882134,0.001390845,0.09223244,0.01393079,0.04982181],"genre_scores_gemma":[0.6440179,0.001492219,0.2529482,0.0008592568,0.0002640275,0.001307942,0.07931545,0.003018622,0.01677644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01376309,"threshold_uncertainty_score":0.04604214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04890718557164889,"score_gpt":0.2404188880845398,"score_spread":0.1915117025128909,"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."}}