{"id":"W4210775147","doi":"10.1139/cjz-2021-0160","title":"From molecular data to natural history: a new species of <i>Apatelodes</i> (Lepidoptera: Bombycoidea: Apatelodidae) from southern Brazil","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Lepidoptera genitalia; Natural history; Systematics; Ecology; Life history; Morphology (biology); Zoology; Taxonomy (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003411534,0.0002738851,0.0002117658,0.001680366,0.0005663481,0.0005438412,0.0004144905,0.0002903786,0.001155584],"category_scores_gemma":[0.001279867,0.0001570614,0.0001774263,0.001222378,0.000493616,0.0006778929,0.0006498912,0.0003522671,0.0002908624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004857102,"about_ca_system_score_gemma":0.0004266631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009144957,"about_ca_topic_score_gemma":0.02160757,"domain_scores_codex":[0.9998077,0.0000328715,0.00003180205,0.00006415792,0.00004286361,0.0000205884],"domain_scores_gemma":[0.9992052,0.0002107872,0.0002410162,0.00007921628,0.0001681177,0.00009581223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001834323,0.00006852821,0.5825957,0.001088116,0.00008681641,0.004966686,0.00939838,0.0004239878,0.1390392,0.000896106,0.0009883598,0.2602647],"study_design_scores_gemma":[0.00001976069,0.0002213222,0.9265437,0.0005427023,0.0001415246,0.007424899,0.003848957,0.0009174916,0.004921993,0.0006258557,0.05474518,0.00004670279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817365,0.003500098,0.005272546,0.0005917659,0.00005025986,0.0001390653,0.001474359,0.00006929017,0.00716616],"genre_scores_gemma":[0.9767135,0.002549018,0.01718007,0.0002660033,0.000029623,0.00008871179,0.002314767,0.00002047677,0.0008378894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009144957,"threshold_uncertainty_score":0.01818347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227570167909763,"score_gpt":0.2189149412946266,"score_spread":0.1961579245036503,"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."}}