{"id":"W4310625296","doi":"10.1098/rsbl.2022.0395","title":"Hidden species diversity in an iconic living fossil vertebrate","year":2022,"lang":"en","type":"article","venue":"Biology Letters","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Peabody Museum of Natural History, Yale University; North Carolina Museum of Natural Sciences; Duquesne University; South Carolina Department of Natural Resources; University of Kansas; Royal Ontario Museum; University of Florida","keywords":"Biology; Vertebrate; Lineage (genetic); Living fossil; Evolutionary biology; Ecology; Phylogenetics; Biodiversity; Zoology; Gene","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":[0.0003502823,0.0001395546,0.0002425774,0.001998475,0.0007607079,0.000926177,0.000327964,0.0003410541,0.002830768],"category_scores_gemma":[0.001027332,0.0001332044,0.0001045944,0.001224471,0.001347831,0.0009144978,0.00113473,0.0003339795,0.0002119082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004524133,"about_ca_system_score_gemma":0.0001655195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003272665,"about_ca_topic_score_gemma":0.009687333,"domain_scores_codex":[0.9998054,0.0000319457,0.000008778358,0.00009601461,0.00002651591,0.0000313907],"domain_scores_gemma":[0.9994734,0.0001543624,0.0001788461,0.00005804041,0.00004958479,0.00008583626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001858982,0.00002269605,0.9237642,0.0001193154,0.0001511292,0.0002478508,0.004733438,0.0004653291,0.03605906,0.002985659,0.0003065644,0.03095883],"study_design_scores_gemma":[0.00000163676,0.00001746642,0.9956875,0.00002161794,0.00001733069,0.0001791299,0.001215466,0.0005237527,0.0004875864,0.0009422686,0.0008981352,0.000007984371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979618,0.0003002765,0.000358998,0.00004219176,0.000003586426,0.000001142127,0.0001213446,0.000007345098,0.001203337],"genre_scores_gemma":[0.9994777,0.0000749254,0.0002029035,0.00002323268,0.000004264256,0.000001576743,0.00008494096,0.000002837371,0.0001276129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003272665,"threshold_uncertainty_score":0.009469867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02960428574678131,"score_gpt":0.2337199983133083,"score_spread":0.204115712566527,"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."}}