{"id":"W4214910524","doi":"10.18435/vamp29382","title":"Osteology of the cranium and Weberian apparatus of African catfish families (Teleostei: Ostariophysi: Siluriformes) with an assessment of Palaeogene genera","year":2022,"lang":"en","type":"article","venue":"Vertebrate Anatomy Morphology Palaeontology","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Osteology; Catfish; Biology; Actinopterygii; Paleogene; Teleostei; Paleontology; Taxon; Zoology; Fishery; Cretaceous; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001441341,0.000227799,0.00008160753,0.001742022,0.0004437795,0.000310822,0.0001376183,0.000132721,0.003539882],"category_scores_gemma":[0.0004545997,0.0001691269,0.0001476068,0.0006937287,0.0005757361,0.000273617,0.0004629856,0.0001687245,0.0002865916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002613188,"about_ca_system_score_gemma":0.0002303472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007165346,"about_ca_topic_score_gemma":0.03014871,"domain_scores_codex":[0.9999306,0.000008119997,0.000007554838,0.0000221635,0.00001495046,0.00001671928],"domain_scores_gemma":[0.9998446,0.00002112239,0.00006837803,0.00001269856,0.00002609536,0.00002708093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000158943,0.00001831009,0.9205247,0.00008211132,0.00004585516,0.000856503,0.002499724,0.0002408328,0.03024221,0.0004824957,0.0002461737,0.04460219],"study_design_scores_gemma":[0.000001176925,0.00001982231,0.9980085,0.00001035518,0.000005126762,0.0006150926,0.0004220741,0.00007048865,0.0002814694,0.00002964213,0.0005341806,0.000001923345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985135,0.0002041642,0.00008859829,0.00001177565,0.000001331697,0.000003458237,0.00007805511,0.000002909598,0.001096126],"genre_scores_gemma":[0.9988954,0.000189906,0.0002648961,0.000006332067,0.000001578301,0.000004499006,0.00007089959,0.000002228971,0.0005642536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007165346,"threshold_uncertainty_score":0.0142473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008092285183537459,"score_gpt":0.2415539694130593,"score_spread":0.2334616842295219,"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."}}