{"id":"W4402840816","doi":"10.3897/evolsyst.8.131002","title":"Integrative taxonomy revealed a new species of Lefua (Teleostei, Nemacheilidae) from Fukui Prefecture, Japan","year":2024,"lang":"en","type":"article","venue":"Evolutionary Systematics","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; Japan Society for the Promotion of Science","keywords":"Teleostei; Taxonomy (biology); Geography; Ecology; Zoology; Biology; Fishery; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002667127,0.000417995,0.0003798876,0.001704207,0.001825833,0.0005927794,0.0003958176,0.0005070881,0.001446927],"category_scores_gemma":[0.0003245831,0.0001962408,0.0003363722,0.0009011355,0.0008449507,0.0009711074,0.000811915,0.0004382099,0.000246315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004732756,"about_ca_system_score_gemma":0.0004989875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008661537,"about_ca_topic_score_gemma":0.0230721,"domain_scores_codex":[0.9998485,0.00001282853,0.00001924763,0.00007216666,0.00002187975,0.00002542948],"domain_scores_gemma":[0.9998114,0.000023481,0.0000535862,0.00001656108,0.00005149454,0.00004353977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003092017,0.0001074437,0.7420232,0.0006776049,0.0001422906,0.002663314,0.020148,0.0003949235,0.1021696,0.0006587447,0.0006579201,0.1300477],"study_design_scores_gemma":[0.00001201743,0.0001399953,0.9859576,0.00009681218,0.0001151488,0.002263421,0.003649257,0.0004770032,0.0005397183,0.0002498259,0.006468546,0.00003063192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956151,0.001252807,0.001040373,0.00006552033,0.00001691905,0.00002314478,0.0001096092,0.00002689179,0.001849652],"genre_scores_gemma":[0.9957309,0.0004517114,0.002761662,0.00005185408,0.00001540868,0.00003079527,0.0003350538,0.000005478473,0.000616979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008661537,"threshold_uncertainty_score":0.01722223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211079213764759,"score_gpt":0.2268502713534276,"score_spread":0.2057423499769517,"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."}}