{"id":"W2543851598","doi":"10.1111/syen.12214","title":"Taxonomy as a hypothesis: testing the status of the Bermuda buckeye butterfly <i>Junonia coenia bergi</i> (Lepidoptera: Nymphalidae)","year":2016,"lang":"en","type":"article","venue":"Systematic Entomology","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canada Foundation for Innovation","keywords":"Nymphalidae; Biology; Monophyly; Taxonomy (biology); Zoology; Subspecies; Squamata; Lepidoptera genitalia; Evolutionary biology; Ecology; Phylogenetic tree; Clade","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002370798,0.0003952047,0.0002730896,0.001528808,0.001059415,0.001450596,0.0009156007,0.0005201914,0.001425531],"category_scores_gemma":[0.004831028,0.0001466861,0.0002761339,0.0006533213,0.0009925886,0.001146273,0.001019141,0.000501073,0.0002606202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007957648,"about_ca_system_score_gemma":0.0003749438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005034183,"about_ca_topic_score_gemma":0.006417044,"domain_scores_codex":[0.9983682,0.0004680334,0.0001907372,0.000381867,0.0003245883,0.0002665841],"domain_scores_gemma":[0.9942012,0.002221832,0.001657783,0.0002257328,0.0009261367,0.0007672124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002907301,0.00006375034,0.9885183,0.0000482843,0.00006074219,0.0001529386,0.0006119119,0.00008225506,0.006198541,0.000170593,0.0001237094,0.003678101],"study_design_scores_gemma":[0.00001592671,0.0004375714,0.991518,0.00002534576,0.00004689628,0.0002214867,0.00414453,0.001830309,0.001130239,0.0001460413,0.0004734213,0.00001030244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982481,0.0001180372,0.0002653182,0.00005088224,0.00001662766,0.00002199744,0.00008093839,0.000003951036,0.001194109],"genre_scores_gemma":[0.999335,0.00002407249,0.0003772706,0.0000257796,0.00001202726,0.000009180611,0.0001436215,7.835831e-7,0.00007225973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005034183,"threshold_uncertainty_score":0.01253814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02860736334576852,"score_gpt":0.2302882713927822,"score_spread":0.2016809080470136,"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."}}