{"id":"W6943875852","doi":"10.15468/vtqn35","title":"Ictalurus nazas sp. nov., a new species of North American catfish (Siluriformes, Ictaluridae) from Mexico","year":2025,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ictalurus; Meristics; Catfish; Lineage (genetic); Ictaluridae; Phylogenetic tree; Genus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002303514,0.0003260607,0.0002398265,0.002430335,0.0004594357,0.0004167165,0.0003801809,0.0002485652,0.003150707],"category_scores_gemma":[0.0004669607,0.0001802941,0.0001991844,0.001749812,0.0002939616,0.0003979345,0.000818699,0.0003301137,0.0006619662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789116,"about_ca_system_score_gemma":0.0006764392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03512428,"about_ca_topic_score_gemma":0.108659,"domain_scores_codex":[0.9998389,0.000008822582,0.0000300103,0.0000531948,0.00004648476,0.00002248523],"domain_scores_gemma":[0.9996437,0.0000266083,0.000202685,0.00003245178,0.00006208762,0.00003245194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004300476,0.00004747936,0.8046682,0.001285363,0.0001461647,0.001474388,0.002623366,0.0002713585,0.009228438,0.0003155764,0.0191001,0.1604094],"study_design_scores_gemma":[0.00001685444,0.00003455926,0.9418448,0.0002444369,0.00006132201,0.0008866919,0.001314096,0.0001228769,0.0002755203,0.00005899277,0.05513202,0.000007852714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9281303,0.002422142,0.001168375,0.0003805203,0.0001360074,0.0002584596,0.05703908,0.0001412312,0.01032398],"genre_scores_gemma":[0.8321248,0.004897363,0.008306527,0.0003681046,0.0001128381,0.0009062512,0.1462665,0.00004445478,0.00697313],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03512428,"threshold_uncertainty_score":0.06983966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210468564430615,"score_gpt":0.2727558911888603,"score_spread":0.2506512055445542,"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."}}