{"id":"W2121920769","doi":"10.4039/n06-012","title":"Revised higher classification of the Noctuoidea (Lepidoptera)","year":2006,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Erebidae; Subfamily; Noctuidae; Tribe; Lepidoptera genitalia; Biology; Zoology; Botany; Genetics; Sociology; Anthropology","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":[0.0002437409,0.000110391,0.0001000426,0.00002658843,0.0001840685,0.00001538639,0.0004275944,0.000167016,0.00005845961],"category_scores_gemma":[0.00005601998,0.00006454717,0.00009202747,0.000101797,0.0004820326,0.000002126156,0.00004335243,0.0001071728,0.00002643012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005157446,"about_ca_system_score_gemma":0.000191901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05655893,"about_ca_topic_score_gemma":0.1834373,"domain_scores_codex":[0.9991743,0.0001459403,0.0001870602,0.0001942853,0.00006155305,0.0002368351],"domain_scores_gemma":[0.9991806,0.00002143539,0.0001215257,0.0005567754,0.00006431829,0.00005533328],"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":[0.0002103112,0.0001768627,0.6868625,0.00006682398,0.0003164649,0.00001915397,0.0001140902,0.0002482788,0.06907059,0.11594,0.08237092,0.04460394],"study_design_scores_gemma":[0.0002630643,0.00005500134,0.1831884,0.000009397835,0.00002958501,0.0000116972,0.00001292948,0.000008807995,0.01165211,0.00107391,0.8035309,0.0001641266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5117532,0.001039424,0.00008683285,0.01838685,0.0008126878,0.0005392503,0.00007612766,0.00001553877,0.4672901],"genre_scores_gemma":[0.9940296,0.000009891086,0.00005922137,0.001452174,0.0002595207,0.00002572941,0.00008528957,0.000007568814,0.004071014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.72116,"threshold_uncertainty_score":0.9497235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992333191763302,"score_gpt":0.2317164679456531,"score_spread":0.2117931360280201,"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."}}