{"id":"W4410292419","doi":"10.1016/j.gr.2025.04.012","title":"Late Cretaceous invasion of Madagascan fresh waters by percomorph fishes (Teleostei: Acanthomorpha)","year":2025,"lang":"de","type":"article","venue":"Gondwana Research","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Tyrrell Museum; University of Alberta","funders":"Denver Museum of Nature and Science; Dipartimento di Biologia e Biotecnologie L. Spallanzani, Università degli Studi di Pavia; National Geographic Society; National Science Foundation; Natural Sciences and Engineering Research Council of Canada; David B. Jones Foundation","keywords":"Teleostei; Cretaceous; Geology; Paleontology; Fishery; Oceanography; Fish <Actinopterygii>; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002700285,0.00034442,0.0006058558,0.0003375961,0.0006133731,0.00006005983,0.001353734,0.0006166439,0.009609242],"category_scores_gemma":[0.0004323748,0.000310962,0.0001589725,0.0009498232,0.003423947,0.0001626298,0.002188025,0.001238363,0.002184787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902526,"about_ca_system_score_gemma":0.0002395264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008584356,"about_ca_topic_score_gemma":0.001361664,"domain_scores_codex":[0.9947346,0.001513174,0.0006127537,0.0009326426,0.00077987,0.001426995],"domain_scores_gemma":[0.9979852,0.0006525353,0.000104747,0.0008779793,0.0001102494,0.0002692837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007501339,0.0004536967,0.1306075,0.0002265678,0.0002760294,0.0001614209,0.0005924108,0.00004623992,0.253757,0.0003242213,0.5880159,0.02478883],"study_design_scores_gemma":[0.002121166,0.001611771,0.07728928,0.0002300705,0.0001564361,0.00002068223,0.001196456,0.0004719289,0.215194,0.001787837,0.6992467,0.0006736561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968704,0.005685843,0.00003264887,0.007755739,0.0008911022,0.000770241,0.0002481251,0.00003559265,0.01587671],"genre_scores_gemma":[0.9499313,0.004088586,0.0001492556,0.000453928,0.00008151186,0.00003905969,0.0001822376,0.0000288385,0.0450453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112308,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788195141557542,"score_gpt":0.30480507067837,"score_spread":0.2769231192627946,"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."}}