{"id":"W4411645961","doi":"10.1371/journal.pone.0325554","title":"The 2 Sigma Genus Concept in mammalogy: Lessons from Lasiurus","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Biology; Evolutionary biology; Zoology; Subfamily; Taxonomy (biology); Taxonomic rank; Genus; Taxon; Genetic divergence; Sister group; Clade; Phylogenetics; Genetic diversity; Ecology; Genetics; Gene; Population","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":[0.004448344,0.0005460113,0.0006494559,0.002730301,0.002080809,0.003457118,0.00162668,0.001644316,0.001413425],"category_scores_gemma":[0.01041211,0.0002610469,0.0004045839,0.002019167,0.01593563,0.009619205,0.003451603,0.004218323,0.0004398607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002828484,"about_ca_system_score_gemma":0.001674107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048973,"about_ca_topic_score_gemma":0.01052322,"domain_scores_codex":[0.9986148,0.0008410739,0.0001139997,0.0001801974,0.0001832784,0.00006655589],"domain_scores_gemma":[0.9968674,0.001728195,0.000321042,0.0002079473,0.0006002191,0.000275109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002089569,0.00006303123,0.03351614,0.0009639888,0.000093453,0.002220182,0.05149771,0.003251682,0.001939325,0.6387881,0.0122232,0.2552342],"study_design_scores_gemma":[0.00003730239,0.0001742114,0.03322042,0.0026675,0.00009122372,0.002962341,0.02631265,0.006990285,0.0009020346,0.6476534,0.2788282,0.0001604575],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3298746,0.2009498,0.1242762,0.1934747,0.005302819,0.0001911085,0.0003672719,0.0004657159,0.1450978],"genre_scores_gemma":[0.8606297,0.05303648,0.06714028,0.01064041,0.003239044,0.0001928575,0.000206031,0.0002471137,0.004668028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01048973,"threshold_uncertainty_score":0.02352536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04715147386831055,"score_gpt":0.2317545343436777,"score_spread":0.1846030604753671,"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."}}