{"id":"W4386315194","doi":"10.11646/zootaxa.5339.5.3","title":"Callogobius williamsi, a new species of goby (Teleostei: Gobiidae) from the Marquesas Islands, with notes on the status of all nominal Callogobius species","year":2023,"lang":"en","type":"article","venue":"Zootaxa","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Beekeepers' Association; Algoma University","funders":"Academy of Natural Sciences of Drexel University; Rhodes University; South African Institute for Aquatic Biodiversity; Linnean Society of NSW; National Science Foundation; Field Museum; Natural Sciences and Engineering Research Council of Canada; Marine Biological Association of India; Smithsonian Institution","keywords":"Biology; Teleostei; Holotype; Peduncle (anatomy); Monophyly; Goby; Genus; Zoology; Fish fin; Paleontology; Ecology; Anatomy; Clade; Fish <Actinopterygii>; Phylogenetic tree; Fishery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008639817,0.0007375692,0.0003183441,0.002529259,0.001168942,0.0004394266,0.0005023573,0.000444172,0.00256969],"category_scores_gemma":[0.0002274453,0.0002363237,0.0001582979,0.001024317,0.001334984,0.0007231637,0.001177919,0.0003540984,0.0008087623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005188595,"about_ca_system_score_gemma":0.0003391107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304265,"about_ca_topic_score_gemma":0.04705126,"domain_scores_codex":[0.9999146,0.000008208596,0.00001283477,0.00002672323,0.00002292485,0.00001466475],"domain_scores_gemma":[0.9998782,0.00001436898,0.00005007767,0.000009526769,0.0000133613,0.00003454125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000988316,0.0002011558,0.441772,0.0006980269,0.0001644196,0.009469874,0.008118612,0.000615245,0.09468448,0.00171897,0.006046003,0.4355227],"study_design_scores_gemma":[0.00001523082,0.0004040604,0.9529904,0.0001145152,0.00006827179,0.009536735,0.001875659,0.000291598,0.001275708,0.0003184374,0.03306575,0.00004375549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850702,0.003316446,0.0009432785,0.0002113195,0.00008091058,0.0001292859,0.0005535814,0.0001335982,0.0095614],"genre_scores_gemma":[0.9800915,0.003685898,0.007144706,0.0003580981,0.0001259211,0.0002124087,0.001824418,0.00003424924,0.006522761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304265,"threshold_uncertainty_score":0.0259335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114335061327311,"score_gpt":0.2222187052575698,"score_spread":0.2010753546442967,"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."}}