{"id":"W4403536359","doi":"10.3897/bdj.12.e130707","title":"African cichlid fishes: morphological data and taxonomic insights from a genus-level survey of supraneurals, pterygiophores, and vertebral counts (Ovalentaria, Blenniiformes, Cichlidae, Pseudocrenilabrinae)","year":2024,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta; Field Museum; University of Oxford; American Museum of Natural History","keywords":"Cichlid; Biology; Actinopterygii; Osteology; Genus; Zoology; Fish fin; Ecology; Evolutionary 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003827756,0.0001484062,0.0002689624,0.0000327318,0.0003277819,0.0001001561,0.0008137411,0.0001427928,0.0006007581],"category_scores_gemma":[0.0001174351,0.00006823525,0.00002533028,0.0001342179,0.0003549603,0.0003882776,0.001566685,0.0002504288,0.00006040551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001778157,"about_ca_system_score_gemma":0.00002328167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769225,"about_ca_topic_score_gemma":0.005194598,"domain_scores_codex":[0.9988513,0.0001396188,0.0002101362,0.0004797838,0.0001087159,0.0002104533],"domain_scores_gemma":[0.9992555,0.0003376711,0.00008864266,0.0001787362,0.00003864755,0.0001008209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001407941,0.00005217636,0.6864799,0.00001000951,0.0002217002,0.000169259,0.00006376081,4.187252e-8,0.0005955608,0.000008087249,0.3054308,0.006827885],"study_design_scores_gemma":[0.0001788664,0.0001374109,0.9219016,0.00001464885,0.00007581625,0.0001706709,0.000212279,0.00008935449,0.00001425009,0.00004413855,0.07702077,0.0001401474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672796,0.004901211,0.000002235672,0.0008487562,0.0003704742,0.00007217539,0.02639631,0.00001723057,0.0001119698],"genre_scores_gemma":[0.9902889,0.005223408,0.0001435418,0.0001728319,0.0001094786,4.12154e-7,0.004013262,6.47678e-7,0.00004750727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2354217,"threshold_uncertainty_score":0.6577879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442009042859833,"score_gpt":0.2476445018504174,"score_spread":0.1034435975644341,"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."}}