{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002225381,0.0002810393,0.0001742658,0.001734409,0.000426978,0.0003473164,0.0001873106,0.0002083905,0.001458485],"category_scores_gemma":[0.0004862473,0.0001697451,0.0001239524,0.001379756,0.0003955475,0.0003390017,0.0006484542,0.0001369168,0.0003207704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156848,"about_ca_system_score_gemma":0.0002201661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005979758,"about_ca_topic_score_gemma":0.01522319,"domain_scores_codex":[0.9998493,0.00001921679,0.00001453005,0.00004968937,0.0000298212,0.00003740106],"domain_scores_gemma":[0.9997677,0.0000244301,0.00009498814,0.00002112731,0.00005088879,0.00004084594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001003238,0.00003120232,0.9514036,0.0001566419,0.00003441131,0.0002648954,0.003721461,0.00004945173,0.005717113,0.00009669251,0.0004092596,0.03801512],"study_design_scores_gemma":[8.747352e-7,0.00002014033,0.9976606,0.0000186828,0.000008880549,0.0001990857,0.0008946724,0.00002938396,0.0001220774,0.000011172,0.001032318,0.000002047535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983432,0.0008184094,0.00005215852,0.00002114779,0.000001492365,0.000004678138,0.0002318257,0.000001594351,0.0005254543],"genre_scores_gemma":[0.9972922,0.001223822,0.0004062242,0.00002822353,0.00000771637,0.000009949963,0.000555079,0.000001544823,0.0004752096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005979758,"threshold_uncertainty_score":0.01188987,"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."}}