{"id":"W2531634160","doi":"10.1371/journal.pone.0161680","title":"Phylogenetic Systematics, Biogeography, and Ecology of the Electric Fish Genus Brachyhypopomus (Ostariophysi: Gymnotiformes)","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Division of Environmental Biology; Natural Sciences and Engineering Research Council of Canada; Instituto de Desenvolvimento Sustentável Mamirauá; National Science Foundation; University of Central Florida; Fisheries Society of the British Isles; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Geographic Society","keywords":"Biology; Systematics; Biogeography; Genus; Zoology; Ecology; Phylogenetic tree; Phylogenetics; Taxonomy (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001804806,0.0001446473,0.0003055198,0.0000515974,0.0001144048,0.000006821707,0.0003207938,0.0001536506,0.0004330533],"category_scores_gemma":[0.00009956066,0.00008260815,0.00007190905,0.0002400102,0.0005353069,0.00005060965,0.0002167167,0.00008715133,0.0001061609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006391358,"about_ca_system_score_gemma":0.00001307716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001152263,"about_ca_topic_score_gemma":0.001110889,"domain_scores_codex":[0.9987681,0.0001217238,0.0002946217,0.000295202,0.0001771506,0.0003431853],"domain_scores_gemma":[0.999223,0.0001517141,0.0001834364,0.0003577408,0.00001714125,0.00006696074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006538677,0.0003724637,0.6044673,0.00003865587,0.00003891061,9.357921e-7,0.00002014041,2.230183e-7,0.394299,0.00001054263,0.0001307726,0.0006144791],"study_design_scores_gemma":[0.0002989863,0.000296634,0.9492609,0.00003631389,0.0001452196,0.000006555363,0.00001329261,0.00001485368,0.04952076,0.0002428143,0.00004327298,0.0001204266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982831,0.00006710953,0.000002292417,0.0005853566,0.00008410842,0.0004918904,0.00004098059,0.00001986673,0.0004252525],"genre_scores_gemma":[0.999039,0.0001095605,0.0002491517,0.0002561946,0.00002905787,0.00004613872,0.000001516287,0.00001168061,0.0002577308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3447936,"threshold_uncertainty_score":0.474163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159049709792649,"score_gpt":0.1903277496519147,"score_spread":0.1744227786726498,"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."}}