{"id":"W4413297449","doi":"10.1007/s10530-025-03646-w","title":"Caribbean Creep meets Chesapeake Creep: marine bioinvasions and community shifts along the Mid-Atlantic Coast, USA","year":2025,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"Virginia Sea Grant, Virginia Institute of Marine Science; Delaware Sea Grant, University of Delaware; International Association for Open Knowledge on Invasive Alien Species; Stockton University; Smithsonian Environmental Research Center; Maryland Sea Grant, University of Maryland; East Carolina University; Commonwealth of Massachusetts; George Mason University; Williams College; Smithsonian Institution","keywords":"Biology; Creep; Oceanography; Fishery; Chesapeake bay; Ecology; Estuary","routes":{"ca_aff":true,"ca_fund":false,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008681306,0.0002816066,0.0003344446,0.00005705331,0.002203743,0.00005708497,0.0007945004,0.0002742851,0.006728991],"category_scores_gemma":[0.001516599,0.0001651951,0.0001268051,0.000444206,0.001958416,0.000107048,0.003424192,0.0008901476,0.0002666549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007292117,"about_ca_system_score_gemma":0.00002872264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0113773,"about_ca_topic_score_gemma":0.1169656,"domain_scores_codex":[0.9977124,0.0008617833,0.0003704328,0.000419986,0.0001470886,0.0004883407],"domain_scores_gemma":[0.9970438,0.002001822,0.00009403536,0.0006662952,0.0000201762,0.0001738643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002421061,0.0002745362,0.9783216,0.000008551074,0.00003903321,0.00001263855,0.0001419585,0.000009850641,0.004346472,0.004677241,0.009448785,0.002695109],"study_design_scores_gemma":[0.0002919965,0.0001843979,0.9522421,0.00001916894,0.00003800427,0.00001501998,0.0004901394,0.00003666472,0.0005102242,0.003410605,0.04256138,0.000200254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943329,0.00007816811,0.00005262952,0.006996852,0.0002088746,0.0003980425,0.00002198831,0.00007676995,0.04883764],"genre_scores_gemma":[0.9946522,0.000444731,0.0004634515,0.002788372,0.0000437478,0.00006387041,0.0000677869,0.000007720103,0.001468186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1055883,"threshold_uncertainty_score":0.9990953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026973898328101,"score_gpt":0.2556912425929336,"score_spread":0.1529938527601235,"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."}}