{"id":"W4409651543","doi":"10.1111/jfb.70062","title":"Hidden in plain view: A new <i>Labeo</i> (<scp>Cyprinidae: Labeoninae</scp>) endemic to the <scp>Kouilou‐Niari River</scp> basin in the Lower <scp>Guinea</scp> ichthyological province","year":2025,"lang":"en","type":"article","venue":"Journal of Fish Biology","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum; University of Toronto","funders":"Drexel University; Oregon State University; American Museum of Natural History","keywords":"Biology; Labeo; Meristics; Cyprinidae; Dorsal fin; Dorsum; Anatomy; Zoology; Fish <Actinopterygii>; Fishery","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":[0.0001279201,0.0003533072,0.0002508934,0.0007626078,0.001135035,0.0008265463,0.0005964556,0.0008912651,0.01187466],"category_scores_gemma":[0.000279072,0.0002038287,0.0001711405,0.0004016479,0.001054565,0.001115653,0.001186344,0.00091838,0.003507761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003174283,"about_ca_system_score_gemma":0.0003170729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00834047,"about_ca_topic_score_gemma":0.02929557,"domain_scores_codex":[0.9999191,0.000009077051,0.000004805551,0.00002778597,0.0000186277,0.00002072685],"domain_scores_gemma":[0.9998724,0.00001269717,0.00004172972,0.00001120385,0.00002394335,0.00003796557],"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":[0.001020676,0.0002292929,0.1661739,0.001975854,0.0001240829,0.02462805,0.02091083,0.0002910058,0.1000222,0.005169262,0.1110859,0.568369],"study_design_scores_gemma":[0.00002944367,0.0003088289,0.2257544,0.000745079,0.0001256488,0.03253506,0.009585319,0.0005101246,0.004472602,0.00139448,0.7244439,0.00009515888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7418607,0.01224913,0.007337059,0.01468667,0.005258884,0.0002278941,0.002636377,0.001583064,0.2141601],"genre_scores_gemma":[0.9325016,0.003650433,0.009077451,0.005885654,0.0007336538,0.00006396574,0.002167567,0.0002164206,0.04570331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01187466,"threshold_uncertainty_score":0.03972477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412450215278022,"score_gpt":0.2566177283664552,"score_spread":0.242493226213675,"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."}}