{"id":"W4394765308","doi":"10.1186/s43008-023-00137-2","title":"Singleton-based species names and fungal rarity: Does the number really matter?","year":2024,"lang":"en","type":"article","venue":"IMA Fungus","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal","funders":"Universidade de Vigo; Fonds Wetenschappelijk Onderzoek","keywords":"Microfungi; Context (archaeology); Biology; Taxon; Singleton; Biodiversity; Ecology; Evolutionary biology; Paleontology","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":[0.04964999,0.0006846309,0.00218076,0.006168086,0.003424282,0.008898372,0.003394034,0.003042051,0.004638846],"category_scores_gemma":[0.1556733,0.0006729536,0.0008361055,0.006857079,0.01751355,0.01843485,0.006379455,0.006121171,0.001475267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001992582,"about_ca_system_score_gemma":0.001545341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00166763,"about_ca_topic_score_gemma":0.002772003,"domain_scores_codex":[0.9674132,0.01446387,0.005174156,0.005346989,0.006793229,0.0008086126],"domain_scores_gemma":[0.7742843,0.1491809,0.03361319,0.0179603,0.01757294,0.007388222],"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":[0.001348731,0.0001161823,0.2127445,0.005347968,0.0008490103,0.002070529,0.02818568,0.0006783366,0.007635033,0.1795372,0.04446745,0.5170193],"study_design_scores_gemma":[0.00008408904,0.0005280051,0.1962704,0.007811056,0.0006391256,0.01707672,0.02606156,0.002953557,0.004412193,0.4869807,0.2564536,0.0007290432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2820695,0.2874373,0.1021623,0.2651381,0.0210599,0.0001116076,0.002424032,0.0005971526,0.03900013],"genre_scores_gemma":[0.8794189,0.04638804,0.03872655,0.01809383,0.01294472,0.000105295,0.0009647409,0.0004416739,0.002916201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04964999,"threshold_uncertainty_score":0.2625774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006365691834144416,"score_gpt":0.2243915346480387,"score_spread":0.2180258428138942,"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."}}